Shih-Fu Chang - RankMe

656 papers A* 166A 31B 30C 11Misc 9Journal 247Unranked 154

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-Modal Few-Shot Object Detection with Meta-Learning-Based Cross-Modal Prompting. Int. J. Comput. Vis. Guangxing Han, Long Chen, Jiawei Ma, Shiyuan Huang, Rama Chellappa, Shih-Fu Chang
2025	J	`jnl`	ENTER: Event Based Interpretable Reasoning for VideoQA. CoRR Hammad A. Ayyubi, Junzhang Liu, Ali Asgarov, Zaber Ibn Abdul Hakim, Najibul Haque Sarker, Zhecan Wang, Chia-Wei Tang, Hani Alomari, Md. Atabuzzaman, Xudong Lin, Naveen Reddy Dyava, Shih-Fu Chang, Chris Thomas
2025	J	`jnl`	From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. IEEE Trans. Knowl. Data Eng. Kung-Hsiang Huang, Hou Pong Chan, May Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji
2025	—	`conf`	M²-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data. ACL (Findings) Mingyang Zhou, Lingyu Zhang, Sophia Horng, Maximillian Chen, Kung-Hsiang Huang, Shih-Fu Chang
2025	—	`conf`	PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction. NAACL (Findings) Hammad A. Ayyubi, Xuande Feng, Junzhang Liu, Xudong Lin, Zhecan Wang, Shih-Fu Chang
2025	J	`jnl`	PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction. CoRR Hammad A. Ayyubi, Xuande Feng, Junzhang Liu, Xudong Lin, Zhecan Wang, Shih-Fu Chang
2024	A*	`conf`	Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities. AAAI Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Long Chen, Yulei Niu, Xudong Lin, Xuande Feng, Jaywon Koo, Sounak Ray, Shih-Fu Chang
2024	A*	`conf`	Detecting Multimodal Situations with Insufficient Context and Abstaining from Baseless Predictions. ACM Multimedia Junzhang Liu, Zhecan Wang, Hammad A. Ayyubi, Haoxuan You, Chris Thomas, Rui Sun, Shih-Fu Chang, Kai-Wei Chang
2024	J	`jnl`	Detecting Multimodal Situations with Insufficient Context and Abstaining from Baseless Predictions. CoRR Junzhang Liu, Zhecan Wang, Hammad A. Ayyubi, Haoxuan You, Christopher Thomas, Rui Sun, Shih-Fu Chang, Kai-Wei Chang
2024	—	`conf`	Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. ACL (Findings) Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji
2024	J	`jnl`	Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models. CoRR Haotian Zhang, Haoxuan You, Philipp Dufter, Bowen Zhang, Chen Chen, Hong-You Chen, Tsu-Jui Fu, William Yang Wang, Shih-Fu Chang, Zhe Gan, Yinfei Yang
2024	A*	`conf`	Ferret: Refer and Ground Anything Anywhere at Any Granularity. ICLR Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang
2024	J	`jnl`	From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models. CoRR Kung-Hsiang Huang, Hou Pong Chan, Yi Ren Fung, Haoyi Qiu, Mingyang Zhou, Shafiq Joty, Shih-Fu Chang, Heng Ji
2024	A*	`conf`	JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images. NeurIPS Zhecan Wang, Junzhang Liu, Chia-Wei Tang, Hani Alomari, Anushka Sivakumar, Rui Sun, Wenhao Li, Md. Atabuzzaman, Hammad A. Ayyubi, Haoxuan You, Alvi Md. Ishmam, Kai-Wei Chang, Shih-Fu Chang, Christopher Thomas
2024	J	`jnl`	JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images. CoRR Zhecan Wang, Junzhang Liu, Chia-Wei Tang, Hani Alomari, Anushka Sivakumar, Rui Sun, Wenhao Li, Md. Atabuzzaman, Hammad A. Ayyubi, Haoxuan You, Alvi Md. Ishmam, Kai-Wei Chang, Shih-Fu Chang, Chris Thomas
2024	A*	`conf`	MoDE: CLIP Data Experts via Clustering. CVPR Jiawei Ma, Po-Yao Huang, Saining Xie, Shang-wen Li, Luke Zettlemoyer, Shih-Fu Chang, Wen-tau Yih, Hu Xu
2024	J	`jnl`	MoDE: CLIP Data Experts via Clustering. CoRR Jiawei Ma, Po-Yao Huang, Saining Xie, Shang-wen Li, Luke Zettlemoyer, Shih-Fu Chang, Wen-tau Yih, Hu Xu
2024	—	`conf`	Personalized Video Comment Generation. EMNLP (Findings) Xudong Lin, Ali Zare, Shiyuan Huang, Ming-Hsuan Yang, Shih-Fu Chang, Li Zhang
2024	—	`conf`	RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos. ECCV (77) Ali Zare, Yulei Niu, Hammad A. Ayyubi, Shih-Fu Chang
2024	J	`jnl`	RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos. CoRR Ali Zare, Yulei Niu, Hammad A. Ayyubi, Shih-Fu Chang
2024	A*	`conf`	SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos. ICLR Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, Shih-Fu Chang
2024	J	`jnl`	SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos. CoRR Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, Shih-Fu Chang
2024	A*	`conf`	Training-free Deep Concept Injection Enables Language Models for Video Question Answering. EMNLP Xudong Lin, Manling Li, Richard S. Zemel, Heng Ji, Shih-Fu Chang
2024	A*	`conf`	VIEWS: Entity-Aware News Video Captioning. EMNLP Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Xuande Feng, Kevin Zhang, Jialu Liu, Shih-Fu Chang
2024	J	`jnl`	WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization. CoRR Jiawei Ma, Yulei Niu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
2024	A*	`conf`	What, When, and Where? Self-Supervised Spatio- Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions. CVPR Brian Chen, Nina Shvetsova, Andrew Rouditchenko, Daniel Kondermann, Samuel Thomas, Shih-Fu Chang, Rogério Feris, James R. Glass, Hilde Kuehne
2023	J	`jnl`	Characterizing Video Question Answering with Sparsified Inputs. CoRR Shiyuan Huang, Robinson Piramuthu, Vicente Ordonez, Shih-Fu Chang, Gunnar A. Sigurdsson
2023	—	`conf`	Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond. EMNLP (Findings) Zhecan Wang, Long Chen, Haoxuan You, Keyang Xu, Yicheng He, Wenhao Li, Noel Codella, Kai-Wei Chang, Shih-Fu Chang
2023	J	`jnl`	Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond. CoRR Zhecan Wang, Long Chen, Haoxuan You, Keyang Xu, Yicheng He, Wenhao Li, Noel Codella, Kai-Wei Chang, Shih-Fu Chang
2023	A*	`conf`	DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection. CVPR Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
2023	J	`jnl`	DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection. CoRR Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
2023	J	`jnl`	Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning. CoRR Kung-Hsiang Huang, Mingyang Zhou, Hou Pong Chan, Yi R. Fung, Zhenhailong Wang, Lingyu Zhang, Shih-Fu Chang, Heng Ji
2023	J	`jnl`	Enhanced Chart Understanding in Vision and Language Task via Cross-modal Pre-training on Plot Table Pairs. CoRR Mingyang Zhou, Yi R. Fung, Long Chen, Christopher Thomas, Heng Ji, Shih-Fu Chang
2023	—	`conf`	Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs. ACL (Findings) Mingyang Zhou, Yi Ren Fung, Long Chen, Christopher Thomas, Heng Ji, Shih-Fu Chang
2023	J	`jnl`	Ferret: Refer and Ground Anything Anywhere at Any Granularity. CoRR Haoxuan You, Haotian Zhang, Zhe Gan, Xianzhi Du, Bowen Zhang, Zirui Wang, Liangliang Cao, Shih-Fu Chang, Yinfei Yang
2023	—	`conf`	IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models. EMNLP (Findings) Haoxuan You, Rui Sun, Zhecan Wang, Long Chen, Gengyu Wang, Hammad A. Ayyubi, Kai-Wei Chang, Shih-Fu Chang
2023	J	`jnl`	IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models. CoRR Haoxuan You, Rui Sun, Zhecan Wang, Long Chen, Gengyu Wang, Hammad A. Ayyubi, Kai-Wei Chang, Shih-Fu Chang
2023	—	`conf`	In Defense of Structural Symbolic Representation for Video Event-Relation Prediction. CVPR Workshops Andrew Lu, Xudong Lin, Yulei Niu, Shih-Fu Chang
2023	J	`jnl`	In Defense of Structural Symbolic Representation for Video Event-Relation Prediction. CoRR Andrew Lu, Xudong Lin, Yulei Niu, Shih-Fu Chang
2023	—	`conf`	Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CVPR Workshops Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang
2023	J	`jnl`	Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CoRR Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang
2023	—	`conf`	Learning from Children: Improving Image-Caption Pretraining via Curriculum. ACL (Findings) Hammad A. Ayyubi, Rahul Lokesh, Alireza Zareian, Bo Wu, Shih-Fu Chang
2023	J	`jnl`	Learning from Children: Improving Image-Caption Pretraining via Curriculum. CoRR Hammad A. Ayyubi, Rahul Lokesh, Alireza Zareian, Bo Wu, Shih-Fu Chang
2023	—	`conf`	Non-Sequential Graph Script Induction via Multimedia Grounding. ACL (1) Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji
2023	J	`jnl`	Non-Sequential Graph Script Induction via Multimedia Grounding. CoRR Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-Fu Chang, Mohit Bansal, Heng Ji
2023	A	`conf`	PreViTS: Contrastive Pretraining with Video Tracking Supervision. WACV Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik
2023	A*	`conf`	Supervised Masked Knowledge Distillation for Few-Shot Transformers. CVPR Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang
2023	J	`jnl`	Supervised Masked Knowledge Distillation for Few-Shot Transformers. CoRR Han Lin, Guangxing Han, Jiawei Ma, Shiyuan Huang, Xudong Lin, Shih-Fu Chang
2023	A*	`conf`	TempCLR: Temporal Alignment Representation with Contrastive Learning. ICLR Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang
2023	A*	`conf`	Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CVPR Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang
2023	—	`conf`	UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding. ACL (Findings) Rui Sun, Zhecan Wang, Haoxuan You, Noel Codella, Kai-Wei Chang, Shih-Fu Chang
2023	J	`jnl`	UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding. CoRR Rui Sun, Zhecan Wang, Haoxuan You, Noel Codella, Kai-Wei Chang, Shih-Fu Chang
2023	A*	`conf`	Video Event Extraction via Tracking Visual States of Arguments. AAAI Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Heng Ji, Shih-Fu Chang
2023	J	`jnl`	Video Summarization: Towards Entity-Aware Captions. CoRR Hammad A. Ayyubi, Tianqi Liu, Arsha Nagrani, Xudong Lin, Mingda Zhang, Anurag Arnab, Feng Han, Yukun Zhu, Jialu Liu, Shih-Fu Chang
2023	J	`jnl`	What, when, and where? - Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions. CoRR Brian Chen, Nina Shvetsova, Andrew Rouditchenko, Daniel Kondermann, Samuel Thomas, Shih-Fu Chang, Rogério Feris, James R. Glass, Hilde Kuehne
2022	Misc	`conf`	Asd-Transformer: Efficient Active Speaker Detection Using Self And Multimodal Transformers. ICASSP Gourav Datta, Tyler Etchart, Vivek Yadav, Varsha Hedau, Pradeep Natarajan, Shih-Fu Chang
2022	J	`jnl`	Augmentation Invariant and Instance Spreading Feature for Softmax Embedding. IEEE Trans. Pattern Anal. Mach. Intell. Mang Ye, Jianbing Shen, Xu Zhang, Pong C. Yuen, Shih-Fu Chang
2022	J	`jnl`	Beyond Triplet Loss: Meta Prototypical N-Tuple Loss for Person Re-identification. IEEE Trans. Multim. Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang
2022	A*	`conf`	CLIP-Event: Connecting Text and Images with Event Structures. CVPR Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
2022	J	`jnl`	CLIP-Event: Connecting Text and Images with Event Structures. CoRR Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang
2022	J	`jnl`	CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks. CoRR Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Jianwei Yang, Xiyang Dai, Bin Xiao, Haoxuan You, Shih-Fu Chang, Lu Yuan
2022	—	`conf`	Few-Shot End-to-End Object Detection via Constantly Concentrated Encoding Across Heads. ECCV (26) Jiawei Ma, Guangxing Han, Shiyuan Huang, Yuncong Yang, Shih-Fu Chang
2022	Misc	`conf`	Few-Shot Gaze Estimation with Model Offset Predictors. ICASSP Jiawei Ma, Xu Zhang, Yue Wu, Varsha Hedau, Shih-Fu Chang
2022	A*	`conf`	Few-Shot Object Detection with Fully Cross-Transformer. CVPR Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang
2022	J	`jnl`	Few-Shot Object Detection with Fully Cross-Transformer. CoRR Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Shih-Fu Chang
2022	—	`conf`	Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding. EMNLP (Findings) Haoxuan You, Rui Sun, Zhecan Wang, Kai-Wei Chang, Shih-Fu Chang
2022	J	`jnl`	Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding. CoRR Haoxuan You, Rui Sun, Zhecan Wang, Kai-Wei Chang, Shih-Fu Chang
2022	—	`conf`	Fine-Grained Visual Entailment. ECCV (36) Christopher Thomas, Yipeng Zhang, Shih-Fu Chang
2022	J	`jnl`	Fine-Grained Visual Entailment. CoRR Christopher Thomas, Yipeng Zhang, Shih-Fu Chang
2022	A*	`conf`	Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. NeurIPS Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
2022	J	`jnl`	Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners. CoRR Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji
2022	A*	`conf`	Learning To Recognize Procedural Activities with Distant Supervision. CVPR Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani
2022	J	`jnl`	Learning To Recognize Procedural Activities with Distant Supervision. CoRR Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani
2022	—	`conf`	Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training. ECCV (27) Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
2022	J	`jnl`	Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training. CoRR Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, Lu Yuan
2022	A*	`conf`	Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment. AAAI Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang
2022	A*	`conf`	MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. AAAI Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji
2022	J	`jnl`	Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks. CoRR Zhecan Wang, Noel Codella, Yen-Chun Chen, Luowei Zhou, Xiyang Dai, Bin Xiao, Jianwei Yang, Haoxuan You, Kai-Wei Chang, Shih-Fu Chang, Lu Yuan
2022	J	`jnl`	Multimodal Event Graphs: Towards Event Centric Understanding of Multimodal World. CoRR Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Yulei Niu, Xudong Lin, Long Chen, Jaywon Koo, Sounak Ray, Shih-Fu Chang
2022	J	`jnl`	Multimodal Few-Shot Object Detection with Meta-Learning Based Cross-Modal Prompting. CoRR Guangxing Han, Jiawei Ma, Shiyuan Huang, Long Chen, Rama Chellappa, Shih-Fu Chang
2022	—	`conf`	One-Stage Object Referring with Gaze Estimation. CVPR Workshops Jianhang Chen, Xu Zhang, Yue Wu, Shalini Ghosh, Pradeep Natarajan, Shih-Fu Chang, Jan P. Allebach
2022	A*	`conf`	SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning. AAAI Zhecan Wang, Haoxuan You, Liunian Harold Li, Alireza Zareian, Suji Park, Yiqing Liang, Kai-Wei Chang, Shih-Fu Chang
2022	A*	`conf`	Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition. CVPR Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang
2022	J	`jnl`	TempCLR: Temporal Alignment Representation with Contrastive Learning. CoRR Yuncong Yang, Jiawei Ma, Shiyuan Huang, Long Chen, Xudong Lin, Guangxing Han, Shih-Fu Chang
2022	J	`jnl`	Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval. CoRR Xudong Lin, Simran Tiwari, Shiyuan Huang, Manling Li, Mike Zheng Shou, Heng Ji, Shih-Fu Chang
2022	A*	`conf`	Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense. EMNLP Zhecan Wang, Haoxuan You, Yicheng He, Wenhao Li, Kai-Wei Chang, Shih-Fu Chang
2022	J	`jnl`	Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense. CoRR Zhecan Wang, Haoxuan You, Yicheng He, Wenhao Li, Kai-Wei Chang, Shih-Fu Chang
2022	J	`jnl`	Video Event Extraction via Tracking Visual States of Arguments. CoRR Guang Yang, Manling Li, Jiajie Zhang, Xudong Lin, Shih-Fu Chang, Heng Ji
2022	—	`conf`	Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. ECCV Workshops (5) Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson
2022	J	`jnl`	Video in 10 Bits: Few-Bit VideoQA for Efficiency and Privacy. CoRR Shiyuan Huang, Robinson Piramuthu, Shih-Fu Chang, Gunnar A. Sigurdsson
2022	A*	`conf`	Weakly-Supervised Temporal Article Grounding. EMNLP Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang
2022	J	`jnl`	Weakly-Supervised Temporal Article Grounding. CoRR Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang
2021	—	`conf`	COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. NAACL-HLT (Demonstrations) Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed ElSayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych
2021	A*	`conf`	Co-Grounding Networks With Semantic Attention for Referring Expression Comprehension in Videos. CVPR Sijie Song, Xudong Lin, Jiaying Liu, Zongming Guo, Shih-Fu Chang
2021	J	`jnl`	Co-Grounding Networks with Semantic Attention for Referring Expression Comprehension in Videos. CoRR Sijie Song, Xudong Lin, Jiaying Liu, Zongming Guo, Shih-Fu Chang
2021	—	`conf`	InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection. ACL/IJCNLP (1) Yi R. Fung, Christopher Thomas, Revanth Gangi Reddy, Sandeep Polisetty, Heng Ji, Shih-Fu Chang, Kathleen R. McKeown, Mohit Bansal, Avi Sil
2021	—	`conf`	Joint Multimedia Event Extraction from Video and Article. EMNLP (Findings) Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang
2021	J	`jnl`	Joint Multimedia Event Extraction from Video and Article. CoRR Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang
2021	J	`jnl`	Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment. CoRR Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang
2021	J	`jnl`	MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding. CoRR Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander G. Schwing, Heng Ji
2021	A*	`conf`	Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos. ICCV Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie W. Boggust, Rameswar Panda, Brian Kingsbury, Rogério Feris, David Harwath, James R. Glass, Michael Picheny, Shih-Fu Chang
2021	J	`jnl`	Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos. CoRR Brian Chen, Andrew Rouditchenko, Kevin Duarte, Hilde Kuehne, Samuel Thomas, Angie W. Boggust, Rameswar Panda, Brian Kingsbury, Rogério Schmidt Feris, David Harwath, James R. Glass, Michael Picheny, Shih-Fu Chang
2021	A*	`conf`	Open-Vocabulary Object Detection Using Captions. CVPR Alireza Zareian, Kevin Dela Rosa, Derek Hao Hu, Shih-Fu Chang
2021	A*	`conf`	Partner-Assisted Learning for Few-Shot Image Classification. ICCV Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed
2021	J	`jnl`	Partner-Assisted Learning for Few-Shot Image Classification. CoRR Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed
2021	J	`jnl`	PreViTS: Contrastive Pretraining with Video Tracking Supervision. CoRR Brian Chen, Ramprasaath R. Selvaraju, Shih-Fu Chang, Juan Carlos Niebles, Nikhil Naik
2021	A*	`conf`	Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks. ICCV Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang
2021	J	`jnl`	Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks. CoRR Guangxing Han, Yicheng He, Shiyuan Huang, Jiawei Ma, Shih-Fu Chang
2021	—	`conf`	RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System. NAACL-HLT (Demonstrations) Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Dídac Surís, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji
2021	A*	`conf`	Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding. AAAI Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Shih-Fu Chang
2021	J	`jnl`	SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning. CoRR Zhecan Wang, Haoxuan You, Liunian Harold Li, Alireza Zareian, Suji Park, Yiqing Liang, Kai-Wei Chang, Shih-Fu Chang
2021	A*	`conf`	Uncertainty-Aware Few-Shot Image Classification. IJCAI Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang
2021	—	`conf`	Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions. NAACL-HLT Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang
2021	A*	`conf`	VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text. NeurIPS Hassan Akbari, Liangzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong
2021	J	`jnl`	VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text. CoRR Hassan Akbari, Liangzhe Yuan, Rui Qian, Wei-Hong Chuang, Shih-Fu Chang, Yin Cui, Boqing Gong
2021	J	`jnl`	VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. CoRR Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani
2021	J	`jnl`	Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. IEEE Trans. Pattern Anal. Mach. Intell. Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang
2021	A*	`conf`	Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs. CVPR Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani
2020	J	`jnl`	Analogical Reasoning for Visually Grounded Language Acquisition. CoRR Bo Wu, Haoyu Qin, Alireza Zareian, Carl Vondrick, Shih-Fu Chang
2020	—	`conf`	Bridging Knowledge Graphs to Generate Scene Graphs. ECCV (23) Alireza Zareian, Svebor Karaman, Shih-Fu Chang
2020	J	`jnl`	Bridging Knowledge Graphs to Generate Scene Graphs. CoRR Alireza Zareian, Svebor Karaman, Shih-Fu Chang
2020	J	`jnl`	COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation. CoRR Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed ElSayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych
2020	—	`conf`	Context-Gated Convolution. ECCV (18) Xudong Lin, Lin Ma, Wei Liu, Shih-Fu Chang
2020	B	`conf`	Cross-lingual Structure Transfer for Zero-resource Event Extraction. LREC Di Lu, Ananya Subburathinam, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare R. Voss
2020	A*	`conf`	Cross-media Structured Common Space for Multimedia Event Extraction. ACL Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang
2020	J	`jnl`	Cross-media Structured Common Space for Multimedia Event Extraction. CoRR Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang
2020	J	`jnl`	Deep Learning Guided Building Reconstruction from Satellite Imagery-derived Point Clouds. CoRR Bo Xu, Xu Zhang, Zhixin Li, Matthew J. Leotta, Shih-Fu Chang, Jie Shan
2020	J	`jnl`	Discovering Image Manipulation History by Pairwise Relation and Forensics Tools. IEEE J. Sel. Top. Signal Process. Xu Zhang, Zhaohui H. Sun, Svebor Karaman, Shih-Fu Chang
2020	A*	`conf`	FATE/MM 20: 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia. ACM Multimedia Xavier Alameda-Pineda, Miriam Redi, Jahna Otterbacher, Nicu Sebe, Shih-Fu Chang
2020	—	`conf`	GAIA: A Fine-grained Multimedia Knowledge Extraction System. ACL (demo) Manling Li, Alireza Zareian, Ying Lin, Xiaoman Pan, Spencer Whitehead, Brian Chen, Bo Wu, Heng Ji, Shih-Fu Chang, Clare R. Voss, Daniel Napierski, Marjorie Freedman
2020	A*	`conf`	General Partial Label Learning via Dual Bipartite Graph Autoencoder. AAAI Brian Chen, Bo Wu, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang
2020	J	`jnl`	General Partial Label Learning via Dual Bipartite Graph Autoencoder. CoRR Brian Chen, Bo Wu, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang
2020	—	`conf`	Learning Visual Commonsense for Robust Scene Graph Generation. ECCV (23) Alireza Zareian, Zhecan Wang, Haoxuan You, Shih-Fu Chang
2020	J	`jnl`	Learning Visual Commonsense for Robust Scene Graph Generation. CoRR Alireza Zareian, Haoxuan You, Zhecan Wang, Shih-Fu Chang
2020	—	`conf`	Learning to Learn Words from Visual Scenes. ECCV (29) Dídac Surís, Dave Epstein, Heng Ji, Shih-Fu Chang, Carl Vondrick
2020	J	`jnl`	Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language. CoRR Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang
2020	J	`jnl`	Open-Vocabulary Object Detection Using Captions. CoRR Alireza Zareian, Kevin Dela Rosa, Derek Hao Hu, Shih-Fu Chang
2020	J	`jnl`	Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding. CoRR Long Chen, Wenbo Ma, Jun Xiao, Hanwang Zhang, Wei Liu, Shih-Fu Chang
2020	J	`jnl`	Rethinking Classification Loss Designs for Person Re-identification with a Unified View. CoRR Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang
2020	J	`jnl`	Task-Adaptive Negative Class Envision for Few-Shot Open-Set Recognition. CoRR Shiyuan Huang, Jiawei Ma, Guangxing Han, Shih-Fu Chang
2020	J	`jnl`	Training with Streaming Annotation. CoRR Tongtao Zhang, Heng Ji, Shih-Fu Chang, Marjorie Freedman
2020	J	`jnl`	Uncertainty-Aware Few-Shot Image Classification. CoRR Zhizheng Zhang, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Shih-Fu Chang
2020	J	`jnl`	Unifying Specialist Image Embedding into Universal Image Embedding. CoRR Yang Feng, Futang Peng, Xu Zhang, Wei Zhu, Shanfeng Zhang, Howard Zhou, Zhen Li, Tom Duerig, Shih-Fu Chang, Jiebo Luo
2020	A*	`conf`	Weakly Supervised Visual Semantic Parsing. CVPR Alireza Zareian, Svebor Karaman, Shih-Fu Chang
2020	J	`jnl`	Weakly Supervised Visual Semantic Parsing. CoRR Alireza Zareian, Svebor Karaman, Shih-Fu Chang
2020	J	`jnl`	Weakly-supervised VisualBERT: Pre-training without Parallel Images and Captions. CoRR Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang
2019	J	`jnl`	Automatic visual pattern mining from categorical image dataset. Int. J. Multim. Inf. Retr. Hongzhi Li, Joseph G. Ellis, Lei Zhang, Shih-Fu Chang
2019	J	`jnl`	CDSA: Cross-Dimensional Self-Attention for Multivariate, Geo-tagged Time Series Imputation. CoRR Jiawei Ma, Zheng Shou, Alireza Zareian, Hassan Mansour, Anthony Vetro, Shih-Fu Chang
2019	J	`jnl`	Context-Gated Convolution. CoRR Xudong Lin, Lin Ma, Wei Liu, Shih-Fu Chang
2019	A*	`conf`	Counterfactual Critic Multi-Agent Training for Scene Graph Generation. ICCV Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, Shih-Fu Chang
2019	—	`conf`	Cross-lingual Structure Transfer for Relation and Event Extraction. EMNLP/IJCNLP (1) Ananya Subburathinam, Di Lu, Heng Ji, Jonathan May, Shih-Fu Chang, Avirup Sil, Clare R. Voss
2019	A*	`conf`	DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition. CVPR Zheng Shou, Xudong Lin, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Shih-Fu Chang, Zhicheng Yan
2019	J	`jnl`	DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition. CoRR Zheng Shou, Zhicheng Yan, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Xudong Lin, Shih-Fu Chang
2019	—	`conf`	Detecting and Simulating Artifacts in GAN Fake Images. WIFS Xu Zhang, Svebor Karaman, Shih-Fu Chang
2019	J	`jnl`	Detecting and Simulating Artifacts in GAN Fake Images. CoRR Xu Zhang, Svebor Karaman, Shih-Fu Chang
2019	A*	`conf`	FAT/MM'19: 1st International Workshop on Fairness, Accountability, and Transparency in MultiMedia. ACM Multimedia Xavier Alameda-Pineda, Miriam Redi, L. Elisa Celis, Nicu Sebe, Shih-Fu Chang
2019	J	`jnl`	Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition. CoRR Shiyuan Huang, Xudong Lin, Svebor Karaman, Shih-Fu Chang
2019	—	`conf`	GAIA at SM-KBP 2019 - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC Manling Li, Ying Lin, Ananya Subburathinam, Spencer Whitehead, Xiaoman Pan, Di Lu, Qingyun Wang, Tongtao Zhang, Lifu Huang, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Bo Wu, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Yixiang Yao, Jennifer Chen, Eric Berquist, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Pedro A. Szekely, T. K. Satish Kumar, Arka Sadhu, Ram Nevatia, Miguel E. Rodríguez, Yifan Wang, Yang Bai, Ali Sadeghian, Daisy Zhe Wang
2019	J	`jnl`	LPAT: Learning to Predict Adaptive Threshold for Weakly-supervised Temporal Action Localization. CoRR Xudong Lin, Zheng Shou, Shih-Fu Chang
2019	J	`jnl`	Learning to Learn Words from Narrated Video. CoRR Dídac Surís, Dave Epstein, Heng Ji, Shih-Fu Chang, Carl Vondrick
2019	A*	`conf`	Multi-Granularity Generator for Temporal Action Proposal. CVPR Yuan Liu, Lin Ma, Yifeng Zhang, Wei Liu, Shih-Fu Chang
2019	A*	`conf`	Multi-Level Multimodal Common Semantic Space for Image-Phrase Grounding. CVPR Hassan Akbari, Svebor Karaman, Surabhi Bhargava, Brian Chen, Carl Vondrick, Shih-Fu Chang
2019	J	`jnl`	Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. IEEE Trans. Image Process. Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang
2019	A	`conf`	Multimodal Social Media Analysis for Gang Violence Prevention. ICWSM Philipp Blandfort, Desmond Upton Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen R. McKeown, Shih-Fu Chang
2019	—	`conf`	One-Shot Learning for Function-Specific Region Segmentation in Mouse Brain. ISBI Xu Zhang, Zhuowei Li, Pei-Jie Wang, Katelyn Y. Liao, Shen-Ju Chou, Shih-Fu Chang, Jung-Chi Liao
2019	A*	`conf`	PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade. ACM Multimedia Shih-Fu Chang, Louis-Philippe Morency, Alexander G. Hauptmann, Alberto Del Bimbo, Cathal Gurrin, Hayley Hung, Heng Ji, Alan F. Smeaton
2019	J	`jnl`	Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. CoRR Shih-Fu Chang, Alexander G. Hauptmann, Louis-Philippe Morency, Sameer K. Antani, Dick C. A. Bulterman, Carlos Busso, Joyce Yue Chai, Julia Hirschberg, Ramesh C. Jain, Ketan Mayer-Patel, Reuven Meth, Raymond J. Mooney, Klara Nahrstedt, Shrikanth S. Narayanan, Prem Natarajan, Sharon L. Oviatt, Balakrishnan Prabhakaran, Arnold W. M. Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle X. Zhou
2019	J	`jnl`	Special Section on Multimodal Understanding of Social, Affective, and Subjective Attributes. ACM Trans. Multim. Comput. Commun. Appl. Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling
2019	A*	`conf`	Unsupervised Embedding Learning via Invariant and Spreading Instance Feature. CVPR Mang Ye, Xu Zhang, Pong C. Yuen, Shih-Fu Chang
2019	J	`jnl`	Unsupervised Embedding Learning via Invariant and Spreading Instance Feature. CoRR Mang Ye, Xu Zhang, Pong C. Yuen, Shih-Fu Chang
2019	B	`conf`	Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval. ICMR Svebor Karaman, Xudong Lin, Xuefeng Hu, Shih-Fu Chang
2019	J	`jnl`	Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval. CoRR Svebor Karaman, Xudong Lin, Xuefeng Hu, Shih-Fu Chang
2019	—	`conf`	Urban Semantic 3D Reconstruction From Multiview Satellite Imagery. CVPR Workshops Matthew J. Leotta, Chengjiang Long, Bastien Jacquet, Matthieu Zins, Dan Lipsa, Jie Shan, Bo Xu, Zhixin Li, Xu Zhang, Shih-Fu Chang, Matthew Purri, Jia Xue, Kristin J. Dana
2019	J	`jnl`	Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. CoRR Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang
2018	J	`jnl`	Ask not what your postdoc can do for you ... Commun. ACM Chitta Baral, Shih-Fu Chang, Brian Curless, Partha Dasgupta, Julia Hirschberg, Anita Jones
2018	—	`conf`	AutoLoc: Weakly-Supervised Temporal Action Localization in Untrimmed Videos. ECCV (16) Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-Fu Chang
2018	J	`jnl`	AutoLoc: Weakly-supervised Temporal Action Localization. CoRR Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-Fu Chang
2018	A*	`conf`	EE-USAD: ACM MM 2018Workshop on UnderstandingSubjective Attributes of Data focus on Evoked Emotions. ACM Multimedia Xavier Alameda-Pineda, Miriam Redi, Nicu Sebe, Shih-Fu Chang, Jiebo Luo
2018	J	`jnl`	Editorial IEEE Transactions on Multimedia Special Section on Video Analytics: Challenges, Algorithms, and Applications. IEEE Trans. Multim. B. Prabhakaran, Yu-Gang Jiang, Hari Kalva, Shih-Fu Chang
2018	A*	`conf`	Entity-aware Image Caption Generation. EMNLP Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang
2018	J	`jnl`	Entity-aware Image Caption Generation. CoRR Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang
2018	J	`jnl`	Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang
2018	—	`book`	Frontiers of Multimedia Research Shih-Fu Chang
2018	—	`conf`	GAIA - A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System. TAC Tongtao Zhang, Ananya Subburathinam, Ge Shi, Lifu Huang, Di Lu, Xiaoman Pan, Manling Li, Boliang Zhang, Qingyun Wang, Spencer Whitehead, Heng Ji, Alireza Zareian, Hassan Akbari, Brian Chen, Ruiqi Zhong, Steven Shao, Emily Allaway, Shih-Fu Chang, Kathleen R. McKeown, Dongyu Li, Xin Huang, Kexuan Sun, Xujun Peng, Ryan Gabbard, Marjorie Freedman, Mayank Kejriwal, Ram Nevatia, Pedro A. Szekely, T. K. Satish Kumar, Ali Sadeghian, Giacomo Bergami, Sourav Dutta, Miguel E. Rodríguez, Daisy Zhe Wang
2018	A*	`conf`	Grounding Referring Expressions in Images by Variational Context. CVPR Hanwang Zhang, Yulei Niu, Shih-Fu Chang
2018	J	`jnl`	Guest Editorial. Comput. Vis. Image Underst. Lamberto Ballan, Shih-Fu Chang, Gang Hua, Thomas Mensink, Greg Mori, Rahul Sukthankar
2018	J	`jnl`	Heated-Up Softmax Embedding. CoRR Xu Zhang, Felix X. Yu, Svebor Karaman, Wei Zhang, Shih-Fu Chang
2018	A*	`conf`	Incorporating Background Knowledge into Video Description Generation. EMNLP Spencer Whitehead, Heng Ji, Mohit Bansal, Shih-Fu Chang, Clare R. Voss
2018	A*	`conf`	Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks. NeurIPS Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang
2018	J	`jnl`	Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks. CoRR Hang Gao, Zheng Shou, Alireza Zareian, Hanwang Zhang, Shih-Fu Chang
2018	J	`jnl`	Model-Driven Feedforward Prediction for Manipulation of Deformable Objects. IEEE Trans Autom. Sci. Eng. Yinxiao Li, Yan Wang, Yonghao Yue, Danfei Xu, Michael Case, Shih-Fu Chang, Eitan Grinspun, Peter K. Allen
2018	J	`jnl`	Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification. IEEE Trans. Multim. Yu-Gang Jiang, Zuxuan Wu, Jinhui Tang, Zechao Li, Xiangyang Xue, Shih-Fu Chang
2018	J	`jnl`	Multi-granularity Generator for Temporal Action Proposal. CoRR Yuan Liu, Lin Ma, Yifeng Zhang, Wei Liu, Shih-Fu Chang
2018	J	`jnl`	Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding. CoRR Hassan Akbari, Svebor Karaman, Surabhi Bhargava, Brian Chen, Carl Vondrick, Shih-Fu Chang
2018	J	`jnl`	Multimodal Social Media Analysis for Gang Violence Prevention. CoRR Philipp Blandfort, Desmond Patton, William R. Frey, Svebor Karaman, Surabhi Bhargava, Fei-Tzin Lee, Siddharth Varia, Chris Kedzie, Michael B. Gaskell, Rossano Schifanella, Kathleen R. McKeown, Shih-Fu Chang
2018	J	`jnl`	Online Action Detection in Untrimmed, Streaming Videos - Modeling and Evaluation. CoRR Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang
2018	—	`conf`	Online Detection of Action Start in Untrimmed, Streaming Videos. ECCV (3) Zheng Shou, Junting Pan, Jonathan Chan, Kazuyuki Miyazawa, Hassan Mansour, Anthony Vetro, Xavier Giró-i-Nieto, Shih-Fu Chang
2018	B	`conf`	PatternNet: Visual Pattern Mining with Deep Neural Network. ICMR Hongzhi Li, Joseph G. Ellis, Lei Zhang, Shih-Fu Chang
2018	J	`jnl`	Scene Dynamics: Counterfactual Critic Multi-Agent Training for Scene Graph Generation. CoRR Long Chen, Hanwang Zhang, Jun Xiao, Xiangnan He, Shiliang Pu, Shih-Fu Chang
2018	—	`conf`	Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. ICLR (Poster) Víctor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang
2018	A*	`conf`	Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks. CVPR Long Chen, Hanwang Zhang, Jun Xiao, Wei Liu, Shih-Fu Chang
2017	J	`jnl`	A survey of multimodal sentiment analysis. Image Vis. Comput. Mohammad Soleymani, David García, Brendan Jou, Björn W. Schuller, Shih-Fu Chang, Maja Pantic
2017	A*	`conf`	CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos. CVPR Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang
2017	J	`jnl`	CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos. CoRR Zheng Shou, Jonathan Chan, Alireza Zareian, Kazuyuki Miyazawa, Shih-Fu Chang
2017	J	`jnl`	ConvNet Architecture Search for Spatiotemporal Feature Learning. CoRR Du Tran, Jamie Ray, Zheng Shou, Shih-Fu Chang, Manohar Paluri
2017	A	`conf`	Deep Image Set Hashing. WACV Jie Feng, Svebor Karaman, Shih-Fu Chang
2017	J	`jnl`	Grounding Referring Expressions in Images by Variational Context. CoRR Hanwang Zhang, Yulei Niu, Shih-Fu Chang
2017	J	`jnl`	Guest editorial: Multimodal sentiment analysis and mining in the wild. Image Vis. Comput. Mohammad Soleymani, Björn W. Schuller, Shih-Fu Chang
2017	J	`jnl`	Hash Bit Selection for Nearest Neighbor Search. IEEE Trans. Image Process. Xianglong Liu, Junfeng He, Shih-Fu Chang
2017	A*	`conf`	Improving Event Extraction via Multimodal Integration. ACM Multimedia Tongtao Zhang, Spencer Whitehead, Hanwang Zhang, Hongzhi Li, Joseph G. Ellis, Lifu Huang, Wei Liu, Heng Ji, Shih-Fu Chang
2017	A*	`conf`	LSVC2017: Large-Scale Video Classification Challenge. ACM Multimedia Zuxuan Wu, Yu-Gang Jiang, Larry Davis, Shih-Fu Chang
2017	A*	`conf`	Learning Discriminative and Transformation Covariant Local Feature Detectors. CVPR Xu Zhang, Felix X. Yu, Svebor Karaman, Shih-Fu Chang
2017	A*	`conf`	Learning Spread-Out Local Feature Descriptors. ICCV Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang
2017	J	`jnl`	Learning Spread-out Local Feature Descriptors. CoRR Xu Zhang, Felix X. Yu, Sanjiv Kumar, Shih-Fu Chang
2017	A	`conf`	Localizing Actions from Video Labels and Pseudo-Annotations. BMVC Pascal Mettes, Cees Snoek, Shih-Fu Chang
2017	J	`jnl`	Localizing Actions from Video Labels and Pseudo-Annotations. CoRR Pascal Mettes, Cees G. M. Snoek, Shih-Fu Chang
2017	A*	`conf`	MUSA2: First ACM Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes. ACM Multimedia Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling
2017	J	`jnl`	Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification. CoRR Yu-Gang Jiang, Zuxuan Wu, Jinhui Tang, Zechao Li, Xiangyang Xue, Shih-Fu Chang
2017	—	`conf`	More Cat than Cute?: Interpretable Prediction of Adjective-Noun Pairs. MUSA2@MM Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang
2017	J	`jnl`	More cat than cute? Interpretable Prediction of Adjective-Noun Pairs. CoRR Delia Fernandez, Alejandro Woodward, Victor Campos, Xavier Giró-i-Nieto, Brendan Jou, Shih-Fu Chang
2017	J	`jnl`	Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. CoRR Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang
2017	J	`jnl`	Multilingual visual sentiment concept clustering and analysis. Int. J. Multim. Inf. Retr. Nikolaos Pappas, Miriam Redi, Mercan Topkara, Hongyi Liu, Brendan Jou, Tao Chen, Shih-Fu Chang
2017	J	`jnl`	On Binary Embedding using Circulant Matrices. J. Mach. Learn. Res. Felix X. Yu, Aditya Bhaskara, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang
2017	A*	`conf`	PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN. ICCV Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang
2017	J	`jnl`	PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN. CoRR Hanwang Zhang, Zawlin Kyaw, Jinyang Yu, Shih-Fu Chang
2017	J	`jnl`	PatternNet: Visual Pattern Mining with Deep Neural Network. CoRR Hongzhi Li, Joseph G. Ellis, Lei Zhang, Shih-Fu Chang
2017	—	`ed.`	Proceedings of the Workshop on Multimodal Understanding of Social, Affective and Subjective Attributes, MUSA2@MM 2017, Mountain View, CA, USA, October 27, 2017 "MUSA2@MM Xavier Alameda-Pineda, Miriam Redi, Mohammad Soleymani, Nicu Sebe, Shih-Fu Chang, Samuel D. Gosling
2017	J	`jnl`	Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks. CoRR Victor Campos, Brendan Jou, Xavier Giró-i-Nieto, Jordi Torres, Shih-Fu Chang
2017	A*	`conf`	Visual Translation Embedding Network for Visual Relation Detection. CVPR Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua
2017	J	`jnl`	Visual Translation Embedding Network for Visual Relation Detection. CoRR Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua
2017	J	`jnl`	Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Network. CoRR Long Chen, Hanwang Zhang, Jun Xiao, Wei Liu, Shih-Fu Chang
2016	A	`conf`	3D shape retrieval using a single depth image from low-cost sensors. WACV Jie Feng, Yan Wang, Shih-Fu Chang
2016	—	`conf`	A Multi-media Approach to Cross-lingual Entity Knowledge Transfer. ACL (1) Di Lu, Xiaoman Pan, Nima Pourdamghani, Shih-Fu Chang, Heng Ji, Kevin Knight
2016	J	`jnl`	Action Temporal Localization in Untrimmed Videos via Multi-stage CNNs. CoRR Zheng Shou, Dongang Wang, Shih-Fu Chang
2016	J	`jnl`	Columbia MVSO Image Sentiment Dataset. CoRR Vaidehi Dalmia, Hongyi Liu, Shih-Fu Chang
2016	B	`conf`	Complura: Exploring and Leveraging a Large-scale Multilingual Visual Sentiment Ontology. ICMR Hongyi Liu, Brendan Jou, Tao Chen, Mercan Topkara, Nikolaos Pappas, Miriam Redi, Shih-Fu Chang
2016	—	`conf`	Cross-media Event Extraction and Recommendation. HLT-NAACL Demos Di Lu, Clare R. Voss, Fangbo Tao, Xiang Ren, Rachel Guan, Rostyslav Korolov, Tongtao Zhang, Dongang Wang, Hongzhi Li, Taylor Cassidy, Heng Ji, Shih-Fu Chang, Jiawei Han, William A. Wallace, James A. Hendler, Mei Si, Lance M. Kaplan
2016	A*	`conf`	Deep Cross Residual Learning for Multitask Visual Recognition. ACM Multimedia Brendan Jou, Shih-Fu Chang
2016	J	`jnl`	Deep Cross Residual Learning for Multitask Visual Recognition. CoRR Brendan Jou, Shih-Fu Chang
2016	J	`jnl`	Deep Image Set Hashing. CoRR Jie Feng, Svebor Karaman, Shih-Fu Chang
2016	A*	`conf`	Event Specific Multimodal Pattern Mining for Knowledge Base Construction. ACM Multimedia Hongzhi Li, Joseph G. Ellis, Heng Ji, Shih-Fu Chang
2016	J	`jnl`	Event Specific Multimodal Pattern Mining with Image-Caption Pairs. CoRR Hongzhi Li, Joseph G. Ellis, Shih-Fu Chang
2016	J	`jnl`	EventNet Version 1.1 Technical Report. CoRR Dongang Wang, Zheng Shou, Hongyi Liu, Shih-Fu Chang
2016	J	`jnl`	Generic Instance Search and Re-identification from One Example via Attributes and Categories. CoRR Ran Tao, Arnold W. M. Smeulders, Shih-Fu Chang
2016	J	`jnl`	Going Deeper for Multilingual Visual Sentiment Detection. CoRR Brendan Jou, Shih-Fu Chang
2016	A*	`conf`	Interactive Segmentation on RGBD Images via Cue Selection. CVPR Jie Feng, Brian L. Price, Scott Cohen, Shih-Fu Chang
2016	J	`jnl`	Learning to Hash for Indexing Big Data - A Survey. Proc. IEEE Jun Wang, Wei Liu, Sanjiv Kumar, Shih-Fu Chang
2016	J	`jnl`	Model-Driven Feed-Forward Prediction for Manipulation of Deformable Objects. CoRR Yinxiao Li, Yan Wang, Yonghao Yue, Danfei Xu, Michael Case, Shih-Fu Chang, Eitan Grinspun, Peter K. Allen
2016	B	`conf`	Multilingual Visual Sentiment Concept Matching. ICMR Nikolaos Pappas, Miriam Redi, Mercan Topkara, Brendan Jou, Hongyi Liu, Tao Chen, Shih-Fu Chang
2016	J	`jnl`	Multilingual Visual Sentiment Concept Matching. CoRR Nikolaos Pappas, Miriam Redi, Mercan Topkara, Brendan Jou, Hongyi Liu, Tao Chen, Shih-Fu Chang
2016	B	`conf`	New Frontiers of Large Scale Multimedia Information Retrieval. ICMR Shih-Fu Chang
2016	A	`conf`	PanoSwarm: Collaborative and Synchronized Multi-Device Panoramic Photography. IUI Yan Wang, Sunghyun Cho, Jue Wang, Shih-Fu Chang
2016	A*	`conf`	Placing Broadcast News Videos in their Social Media Context Using Hashtags. ACM Multimedia Joseph G. Ellis, Svebor Karaman, Hongzhi Li, Hong Bin Shim, Shih-Fu Chang
2016	B	`conf`	SentiCart: Cartography and Geo-contextualization for Multilingual Visual Sentiment. ICMR Brendan Jou, Margaret Yuying Qian, Shih-Fu Chang
2016	A*	`conf`	Tamp: A Library for Compact Deep Neural Networks with Structured Matrices. ACM Multimedia Bingchen Gong, Brendan Jou, Felix X. Yu, Shih-Fu Chang
2016	A*	`conf`	Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs. CVPR Zheng Shou, Dongang Wang, Shih-Fu Chang
2016	B	`conf`	Watching What and How Politicians Discuss Various Topics: A Large-Scale Video Analytics UI. ICMR Emily Song, Joseph G. Ellis, Hongzhi Li, Shih-Fu Chang
2015	A*	`conf`	2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication (HCMC2015). ACM Multimedia Mohamed R. Amer, Ajay Divakaran, Shih-Fu Chang, Nicu Sebe
2015	A*	`conf`	ASM'15: The 1st International Workshop on Affect and Sentiment in Multimedia. ACM Multimedia Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang
2015	A*	`conf`	An Exploration of Parameter Redundancy in Deep Networks with Circulant Projections. ICCV Yu Cheng, Felix X. Yu, Rogério Schmidt Feris, Sanjiv Kumar, Alok N. Choudhary, Shih-Fu Chang
2015	B	`conf`	An end-to-end system for content-based video retrieval using behavior, actions, and appearance with interactive query refinement. AVSS Anthony Hoogs, A. G. Amitha Perera, Roderic Collins, Arslan Basharat, Keith Fieldhouse, Chuck Atkins, Linus Sherrill, Benjamin Boeckel, Russell Blue, Matthew Woehlke, C. Greco, Zhaohui Sun, Eran Swears, Naresh P. Cuntoor, J. Luck, B. Drew, D. Hanson, D. Rowley, J. Kopaz, T. Rude, D. Keefe, Amit Srivastava, Saurabh Khanwalkar, Anoop Kumar, Chia-Chih Chen, J. K. Aggarwal, Larry S. Davis, Yaser Yacoob, A. Jain, Dong Liu, Shih-Fu Chang, Bi Song, Amit K. Roy-Chowdhury, Kenneth Sullivan, Jelena Tesic, Shivkumar Chandrasekaran, B. S. Manjunath, X. Wang, Qiang Ji, K. Reddy, J. Liu, Mubarak Shah, K. Chang, Tsuhan Chen, Mita Desai
2015	J	`jnl`	Assistive Image Comment Robot - A Novel Mid-Level Concept-Based Representation. IEEE Trans. Affect. Comput. Yan-Ying Chen, Tao Chen, Taikun Liu, Hong-Yuan Mark Liao, Shih-Fu Chang
2015	A*	`conf`	Attributes and categories for generic instance search from one example. CVPR Ran Tao, Arnold W. M. Smeulders, Shih-Fu Chang
2015	—	`conf`	Building and Using a Knowledge Graph to Combat Human Trafficking. ISWC (2) Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Andrew Philpot, Amandeep Singh, Chengye Yin, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira
2015	J	`jnl`	CamSwarm: Instantaneous Smartphone Camera Arrays for Collaborative Photography. CoRR Yan Wang, Jue Wang, Shih-Fu Chang
2015	J	`jnl`	Compact Nonlinear Maps and Circulant Extensions. CoRR Felix X. Yu, Sanjiv Kumar, Henry A. Rowley, Shih-Fu Chang
2015	A*	`conf`	Cross-document Event Coreference Resolution based on Cross-media Features. EMNLP Tongtao Zhang, Hongzhi Li, Heng Ji, Shih-Fu Chang
2015	J	`jnl`	Deep Transfer Network: Unsupervised Domain Adaptation. CoRR Xu Zhang, Felix X. Yu, Shih-Fu Chang, Shengjin Wang
2015	B	`conf`	Encoding Concept Prototypes for Video Event Detection and Summarization. ICMR Masoud Mazloom, Amirhossein Habibian, Dong Liu, Cees G. M. Snoek, Shih-Fu Chang
2015	A*	`conf`	EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video. ACM Multimedia Guangnan Ye, Yitong Li, Hongliang Xu, Dong Liu, Shih-Fu Chang
2015	J	`jnl`	EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video. CoRR Guangnan Ye, Yitong Li, Hongliang Xu, Dong Liu, Shih-Fu Chang
2015	J	`jnl`	Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks. CoRR Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang
2015	J	`jnl`	Fast Neural Networks with Circulant Projections. CoRR Yu Cheng, Felix X. Yu, Rogério Schmidt Feris, Sanjiv Kumar, Alok N. Choudhary, Shih-Fu Chang
2015	A*	`conf`	Fast Orthogonal Projection Based on Kronecker Product. ICCV Xu Zhang, Felix X. Yu, Ruiqi Guo, Sanjiv Kumar, Shengjin Wang, Shih-Fu Chang
2015	A*	`conf`	Image Popularity Prediction in Social Media Using Sentiment and Context Features. ACM Multimedia Francesco Gelli, Tiberio Uricchio, Marco Bertini, Alberto Del Bimbo, Shih-Fu Chang
2015	A*	`conf`	Large Video Event Ontology Browsing, Search and Tagging (EventNet Demo). ACM Multimedia Hongliang Xu, Guangnan Ye, Yitong Li, Dong Liu, Shih-Fu Chang
2015	J	`jnl`	Learning Sample Specific Weights for Late Fusion. IEEE Trans. Image Process. Kuan-Ting Lai, Dong Liu, Shih-Fu Chang, Ming-Syan Chen
2015	J	`jnl`	Learning to Hash for Indexing Big Data - A Survey. CoRR Jun Wang, Wei Liu, Sanjiv Kumar, Shih-Fu Chang
2015	A*	`conf`	Low-Rank Similarity Metric Learning in High Dimensions. AAAI Wei Liu, Cun Mu, Rongrong Ji, Shiqian Ma, John R. Smith, Shih-Fu Chang
2015	A*	`conf`	New insights into Laplacian similarity search. CVPR Xiao-Ming Wu, Zhenguo Li, Shih-Fu Chang
2015	J	`jnl`	On Binary Embedding using Circulant Matrices. CoRR Felix X. Yu, Aditya Bhaskara, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang
2015	A*	`conf`	Opportunities and Challenges of Industry-Academic Collaborations in Multimedia Research. ACM Multimedia Shih-Fu Chang, Matthew Cooper, Denver Dash, Funda Kivran-Swaine, Jia Li, David A. Shamma
2015	J	`jnl`	PanoSwarm: Collaborative and Synchronized Multi-Device Panoramic Photography. CoRR Yan Wang, Sunghyun Cho, Jue Wang, Shih-Fu Chang
2015	—	`ed.`	Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, ASM 2015, Brisbane, Australia, October 30, 2015 ASM@ACM Multimedia Mohammad Soleymani, Yi-Hsuan Yang, Yu-Gang Jiang, Shih-Fu Chang
2015	—	`ed.`	Proceedings of the 2nd Workshop on Computational Models of Social Interactions: Human-Computer-Media Communication, HCMC 2015, Brisbane, Australia, October 30, 2015 HCMC@ACM Multimedia Mohamed R. Amer, Ajay Divakaran, Shih-Fu Chang, Nicu Sebe
2015	A*	`conf`	Regrasping and unfolding of garments using predictive thin shell modeling. ICRA Yinxiao Li, Danfei Xu, Yonghao Yue, Yan Wang, Shih-Fu Chang, Eitan Grinspun, Peter K. Allen
2015	J	`jnl`	Special issue on concept detection with big data. Int. J. Multim. Inf. Retr. Shih-Fu Chang, Thomas S. Huang, Michael S. Lew, Bart Thomee
2015	J	`jnl`	Spherical Hashing: Binary Code Embedding with Hyperspheres. IEEE Trans. Pattern Anal. Mach. Intell. Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon
2015	J	`jnl`	Super Fast Event Recognition in Internet Videos. IEEE Trans. Multim. Yu-Gang Jiang, Qi Dai, Tao Mei, Yong Rui, Shih-Fu Chang
2015	J	`jnl`	Uploader Intent for Online Video: Typology, Inference, and Applications. IEEE Trans. Multim. Christoph Kofler, Subhabrata Bhattacharya, Martha A. Larson, Tao Chen, Alan Hanjalic, Shih-Fu Chang
2015	—	`conf`	Using a Knowledge Graph to Combat Human Trafficking. ISWC (Posters & Demos) Pedro A. Szekely, Craig A. Knoblock, Jason Slepicka, Chengye Yin, Andrew Philpot, Amandeep Singh, Dipsy Kapoor, Prem Natarajan, Daniel Marcu, Kevin Knight, David Stallard, Subessware S. Karunamoorthy, Rajagopal Bojanapalli, Steven Minton, Brian Amanatullah, Todd Hughes, Mike Tamayo, David Flynt, Rachel Artiss, Shih-Fu Chang, Tao Chen, Gerald Hiebel, Lidia Silva Ferreira
2015	A*	`conf`	Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology. ACM Multimedia Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Shih-Fu Chang
2015	J	`jnl`	Visual Affect Around the World: A Large-scale Multilingual Visual Sentiment Ontology. CoRR Brendan Jou, Tao Chen, Nikolaos Pappas, Miriam Redi, Mercan Topkara, Shih-Fu Chang
2015	—	`conf`	Words and Pictures: Crowdsource Discovery beyond Image Semantics. CrowdMM@ACM Multimedia Shih-Fu Chang
2014	—	`conf`	BBN VISER TRECVID 2014 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID Florian Luisier, Manasvi Tickoo, Walter Andrews, Guangnan Ye, Dong Liu, Shih-Fu Chang, Ruslan Salakhutdinov, Vlad I. Morariu, Larry Davis, Abhinav Gupta, Ismail Haritaoglu, Sadiye Guler, Ashutosh Morde
2014	J	`jnl`	Building A Large Concept Bank for Representing Events in Video. CoRR Yin Cui, Dong Liu, Jiawei Chen, Shih-Fu Chang
2014	A*	`conf`	Circulant Binary Embedding. ICML Felix X. Yu, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang
2014	J	`jnl`	Circulant Binary Embedding. CoRR Felix X. Yu, Sanjiv Kumar, Yunchao Gong, Shih-Fu Chang
2014	J	`jnl`	DeepSentiBank: Visual Sentiment Concept Classification with Deep Convolutional Neural Networks. CoRR Tao Chen, Damian Borth, Trevor Darrell, Shih-Fu Chang
2014	J	`jnl`	Discovering joint audio-visual codewords for video event detection. Mach. Vis. Appl. I-Hong Jhuo, Guangnan Ye, Shenghua Gao, Dong Liu, Yu-Gang Jiang, D. T. Lee, Shih-Fu Chang
2014	—	`conf`	Discrete Graph Hashing. NIPS Wei Liu, Cun Mu, Sanjiv Kumar, Shih-Fu Chang
2014	—	`conf`	Discriminative Indexing for Probabilistic Image Patch Priors. ECCV (4) Yan Wang, Sunghyun Cho, Jue Wang, Shih-Fu Chang
2014	B	`conf`	Event-Driven Semantic Concept Discovery by Exploiting Weakly Tagged Internet Images. ICMR Jiawei Chen, Yin Cui, Guangnan Ye, Dong Liu, Shih-Fu Chang
2014	—	`conf`	From Low-Cost Depth Sensors to CAD: Cross-Domain 3D Shape Retrieval via Regression Tree Fields. ECCV (1) Yan Wang, Jie Feng, Zhixiang Wu, Jun Wang, Shih-Fu Chang
2014	A*	`conf`	Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification. CVPR Yadong Mu, Gang Hua, Wei Fan, Shih-Fu Chang
2014	A*	`conf`	Locally Linear Hashing for Extracting Non-linear Manifolds. CVPR Go Irie, Zhenguo Li, Xiao-Ming Wu, Shih-Fu Chang
2014	B	`conf`	Minimally Needed Evidence for Complex Event Recognition in Unconstrained Videos. ICMR Subhabrata Bhattacharya, Felix X. Yu, Shih-Fu Chang
2014	J	`jnl`	Mixed image-keyword query adaptive hashing over multilabel images. ACM Trans. Multim. Comput. Commun. Appl. Xianglong Liu, Yadong Mu, Bo Lang, Shih-Fu Chang
2014	A*	`conf`	Modeling Attributes from Category-Attribute Proportions. ACM Multimedia Felix X. Yu, Liangliang Cao, Michele Merler, Noel C. F. Codella, Tao Chen, John R. Smith, Shih-Fu Chang
2014	A*	`conf`	Object-Based Visual Sentiment Concept Analysis and Application. ACM Multimedia Tao Chen, Felix X. Yu, Jiawei Chen, Yin Cui, Yan-Ying Chen, Shih-Fu Chang
2014	J	`jnl`	On Learning with Label Proportions. CoRR Felix X. Yu, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang
2014	C	`conf`	Predicting Evoked Emotions in Video. ISM Joseph G. Ellis, W. Sabrina Lin, Ching-Yung Lin, Shih-Fu Chang
2014	B	`conf`	Predicting Viewer Affective Comments Based on Image Content in Social Media. ICMR Yan-Ying Chen, Tao Chen, Winston H. Hsu, Hong-Yuan Mark Liao, Shih-Fu Chang
2014	A*	`conf`	Predicting Viewer Perceived Emotions in Animated GIFs. ACM Multimedia Brendan Jou, Subhabrata Bhattacharya, Shih-Fu Chang
2014	A	`conf`	Real-time pose estimation of deformable objects using a volumetric approach. IROS Yinxiao Li, Yan Wang, Michael Case, Shih-Fu Chang, Peter K. Allen
2014	—	`conf`	Recognizing Complex Events in Videos by Learning Key Static-Dynamic Evidences. ECCV (3) Kuan-Ting Lai, Dong Liu, Ming-Syan Chen, Shih-Fu Chang
2014	A*	`conf`	Scalable Visual Instance Mining with Threads of Features. ACM Multimedia Wei Zhang, Hongzhi Li, Chong-Wah Ngo, Shih-Fu Chang
2014	A*	`conf`	Video Event Detection by Inferring Temporal Instance Labels. CVPR Kuan-Ting Lai, Felix X. Yu, Ming-Syan Chen, Shih-Fu Chang
2014	B	`conf`	Why We Watch the News: A Dataset for Exploring Sentiment in Broadcast Video News. ICMI Joseph G. Ellis, Brendan Jou, Shih-Fu Chang
2013	J	`jnl`	$\propto$SVM for learning with label proportions. CoRR Felix X. Yu, Dong Liu, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang
2013	A*	`conf`	A Bayesian Approach to Multimodal Visual Dictionary Learning. CVPR Go Irie, Dong Liu, Zhenguo Li, Shih-Fu Chang
2013	—	`conf`	Analyzing the Harmonic Structure in Graph-Based Learning. NIPS Xiao-Ming Wu, Zhenguo Li, Shih-Fu Chang
2013	—	`conf`	BBN VISER TRECVID 2013 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID Pradeep Natarajan, Shuang Wu, Florian Luisier, Xiaodan Zhuang, Manasvi Tickoo, Guangnan Ye, Dong Liu, Shih-Fu Chang, Imran Saleemi, Mubarak Shah, Vlad I. Morariu, Larry Davis, Abhinav Gupta, Ismail Haritaoglu, Sadiye Guler, Ashutosh Morde
2013	A*	`conf`	Designing Category-Level Attributes for Discriminative Visual Recognition. CVPR Felix X. Yu, Liangliang Cao, Rogério Schmidt Feris, John R. Smith, Shih-Fu Chang
2013	A*	`conf`	Distributed Low-Rank Subspace Segmentation. ICCV Ameet Talwalkar, Lester W. Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan
2013	J	`jnl`	Divide-and-Conquer Subspace Segmentation CoRR Ameet Talwalkar, Lester W. Mackey, Yadong Mu, Shih-Fu Chang, Michael I. Jordan
2013	A*	`conf`	Hash Bit Selection: A Unified Solution for Selection Problems in Hashing. CVPR Xianglong Liu, Junfeng He, Bo Lang, Shih-Fu Chang
2013	J	`jnl`	High-level event recognition in unconstrained videos. Int. J. Multim. Inf. Retr. Yu-Gang Jiang, Subhabrata Bhattacharya, Shih-Fu Chang, Mubarak Shah
2013	J	`jnl`	How far we've come: Impact of 20 years of multimedia information retrieval. ACM Trans. Multim. Comput. Commun. Appl. Shih-Fu Chang
2013	A*	`conf`	Label Propagation from ImageNet to 3D Point Clouds. CVPR Yan Wang, Rongrong Ji, Shih-Fu Chang
2013	A*	`conf`	Large-Scale Video Hashing via Structure Learning. ICCV Guangnan Ye, Dong Liu, Jun Wang, Shih-Fu Chang
2013	A*	`conf`	Large-scale visual sentiment ontology and detectors using adjective noun pairs. ACM Multimedia Damian Borth, Rongrong Ji, Tao Chen, Thomas M. Breuel, Shih-Fu Chang
2013	A*	`conf`	News rover: exploring topical structures and serendipity in heterogeneous multimedia news. ACM Multimedia Hongzhi Li, Brendan Jou, Joseph G. Ellis, Daniel Morozoff, Shih-Fu Chang
2013	J	`jnl`	Query-Adaptive Image Search With Hash Codes. IEEE Trans. Multim. Yu-Gang Jiang, Jun Wang, Xiangyang Xue, Shih-Fu Chang
2013	A*	`conf`	Robust Object Co-detection. CVPR Xin Guo, Dong Liu, Brendan Jou, Mojun Zhu, Anni Cai, Shih-Fu Chang
2013	A*	`conf`	Sample-Specific Late Fusion for Visual Category Recognition. CVPR Dong Liu, Kuan-Ting Lai, Guangnan Ye, Ming-Syan Chen, Shih-Fu Chang
2013	J	`jnl`	Semi-supervised learning using greedy max-cut. J. Mach. Learn. Res. Jun Wang, Tony Jebara, Shih-Fu Chang
2013	A*	`conf`	SentiBank: large-scale ontology and classifiers for detecting sentiment and emotions in visual content. ACM Multimedia Damian Borth, Tao Chen, Rongrong Ji, Shih-Fu Chang
2013	A*	`conf`	Structured exploration of who, what, when, and where in heterogeneous multimedia news sources. ACM Multimedia Brendan Jou, Hongzhi Li, Joseph G. Ellis, Daniel Morozoff-Abegauz, Shih-Fu Chang
2013	A*	`conf`	Towards a comprehensive computational model foraesthetic assessment of videos. ACM Multimedia Subhabrata Bhattacharya, Behnaz Nojavanasghari, Tao Chen, Dong Liu, Shih-Fu Chang, Mubarak Shah
2013	—	`conf`	$\propto$SVM for Learning with Label Proportions. ICML (3) Felix X. Yu, Dong Liu, Sanjiv Kumar, Tony Jebara, Shih-Fu Chang
2012	—	`conf`	Accelerated Large Scale Optimization by Concomitant Hashing. ECCV (1) Yadong Mu, John Wright, Shih-Fu Chang
2012	J	`jnl`	Active query sensing: Suggesting the best query view for mobile visual search. ACM Trans. Multim. Comput. Commun. Appl. Rongrong Ji, Felix X. Yu, Tongtao Zhang, Shih-Fu Chang
2012	—	`conf`	BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems. TRECVID Pradeep Natarajan, Prem Natarajan, Shuang Wu, Xiaodan Zhuang, Amelio Vázquez Reina, Shiv Vitaladevuni, Kleovoulos Tsourides, Carl Andersen, Rohit Prasad, Guangnan Ye, Dong Liu, Shih-Fu Chang, Imran Saleemi, Mubarak Shah, Yue Ng, Brandyn White, Larry Davis, Abhinav Gupta, Ismail Haritaoglu
2012	J	`jnl`	Compact Hyperplane Hashing with Bilinear Functions CoRR Wei Liu, Jun Wang, Yadong Mu, Sanjiv Kumar, Shih-Fu Chang
2012	A*	`conf`	Compact Hyperplane Hashing with Bilinear Functions. ICML Wei Liu, Jun Wang, Yadong Mu, Sanjiv Kumar, Shih-Fu Chang
2012	B	`conf`	Compact hashing for mixed image-keyword query over multi-label images. ICMR Xianglong Liu, Yadong Mu, Bo Lang, Shih-Fu Chang
2012	A*	`conf`	Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach. CVPR Lixin Duan, Dong Xu, Shih-Fu Chang
2012	J	`jnl`	Fast Semantic Diffusion for Large-Scale Context-Based Image and Video Annotation. IEEE Trans. Image Process. Yu-Gang Jiang, Qi Dai, Jun Wang, Chong-Wah Ngo, Xiangyang Xue, Shih-Fu Chang
2012	A*	`conf`	Hybrid social media network. ACM Multimedia Dong Liu, Guangnan Ye, Ching-Ting Chen, Shuicheng Yan, Shih-Fu Chang
2012	—	`conf`	IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems. TRECVID Liangliang Cao, Shih-Fu Chang, Noel Codella, Courtenay V. Cotton, Dan Ellis, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, John R. Smith, Felix X. Yu
2012	B	`conf`	Joint audio-visual bi-modal codewords for video event detection. ICMR Guangnan Ye, I-Hong Jhuo, Dong Liu, Yu-Gang Jiang, D. T. Lee, Shih-Fu Chang
2012	—	`conf`	Learning with Partially Absorbing Random Walks. NIPS Xiao-Ming Wu, Zhenguo Li, Anthony Man-Cho So, John Wright, Shih-Fu Chang
2012	A*	`conf`	Mobile product search with Bag of Hash Bits and boundary reranking. CVPR Junfeng He, Jinyuan Feng, Xianglong Liu, Tao Cheng, Tai-Hsu Lin, Hyunjin Chung, Shih-Fu Chang
2012	A*	`conf`	On the Difficulty of Nearest Neighbor Search. ICML Junfeng He, Sanjiv Kumar, Shih-Fu Chang
2012	J	`jnl`	Robust and Scalable Graph-Based Semisupervised Learning. Proc. IEEE Wei Liu, Jun Wang, Shih-Fu Chang
2012	A*	`conf`	Robust late fusion with rank minimization. CVPR Guangnan Ye, Dong Liu, I-Hong Jhuo, Shih-Fu Chang
2012	A*	`conf`	Robust visual domain adaptation with low-rank reconstruction. CVPR I-Hong Jhuo, Dong Liu, D. T. Lee, Shih-Fu Chang
2012	—	`conf`	Scene Aligned Pooling for Complex Video Recognition. ECCV (2) Liangliang Cao, Yadong Mu, Apostol Natsev, Shih-Fu Chang, Gang Hua, John R. Smith
2012	A*	`conf`	Segmentation using superpixels: A bipartite graph partitioning approach. CVPR Zhenguo Li, Xiao-Ming Wu, Shih-Fu Chang
2012	J	`jnl`	Semi-Supervised Hashing for Large-Scale Search. IEEE Trans. Pattern Anal. Mach. Intell. Jun Wang, Sanjiv Kumar, Shih-Fu Chang
2012	A*	`conf`	Spherical hashing. CVPR Jae-Pil Heo, Youngwoon Lee, Junfeng He, Shih-Fu Chang, Sung-Eui Yoon
2012	A*	`conf`	Submodular video hashing: a unified framework towards video pooling and indexing. ACM Multimedia Liangliang Cao, Zhenguo Li, Yadong Mu, Shih-Fu Chang
2012	A*	`conf`	Supervised hashing with kernels. CVPR Wei Liu, Jun Wang, Rongrong Ji, Yu-Gang Jiang, Shih-Fu Chang
2012	A*	`conf`	Weak attributes for large-scale image retrieval. CVPR Felix X. Yu, Rongrong Ji, Ming-Hen Tsai, Guangnan Ye, Shih-Fu Chang
2012	J	`jnl`	Web-Scale Multimedia Processing and Applications [Scanning the Issue]. Proc. IEEE Edward Y. Chang, Shih-Fu Chang, Alexander G. Hauptmann, Thomas S. Huang, Malcolm Slaney
2011	A*	`conf`	A mobile location search system with active query sensing. ACM Multimedia Felix X. Yu, Rongrong Ji, Tongtao Zhang, Shih-Fu Chang
2011	A*	`conf`	Active query sensing for mobile location search. ACM Multimedia Felix X. Yu, Rongrong Ji, Shih-Fu Chang
2011	J	`jnl`	Anomaly detection in information streams without prior domain knowledge. IBM J. Res. Dev. Mandis S. Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma
2011	—	`conf`	BBN VISER TRECVID 2011 Multimedia Event Detection System. TRECVID Pradeep Natarajan, Prem Natarajan, Vasant Manohar, Shuang Wu, Stavros Tsakalidis, Shiv Vitaladevuni, Xiaodan Zhuang, Rohit Prasad, Guangnan Ye, Dong Liu, I-Hong Jhuo, Shih-Fu Chang, Hamid Izadinia, Imran Saleemi, Mubarak Shah, Brandyn White, Tom Yeh, Larry Davis
2011	A*	`conf`	Compact hashing with joint optimization of search accuracy and time. CVPR Junfeng He, Shih-Fu Chang, Regunathan Radhakrishnan, Claus Bauer
2011	B	`conf`	Consumer video understanding: a benchmark database and an evaluation of human and machine performance. ICMR Yu-Gang Jiang, Guangnan Ye, Shih-Fu Chang, Daniel P. W. Ellis, Alexander C. Loui
2011	A*	`conf`	Content based multimedia retrieval: lessons learned from two decades of research. ACM Multimedia Shih-Fu Chang
2011	A*	`conf`	Hashing with Graphs. ICML Wei Liu, Jun Wang, Sanjiv Kumar, Shih-Fu Chang
2011	—	`conf`	IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System. TRECVID Liangliang Cao, Shih-Fu Chang, Noel Codella, Courtenay V. Cotton, Dan Ellis, Leiguang Gong, Matthew L. Hill, Gang Hua, John R. Kender, Michele Merler, Yadong Mu, Apostol Natsev, John R. Smith
2011	A*	`conf`	Learning component-level sparse representation using histogram information for image classification. ICCV Chen-Kuo Chiang, Chih-Hsueh Duan, Shang-Hong Lai, Shih-Fu Chang
2011	B	`conf`	Lost in binarization: query-adaptive ranking for similar image search with compact codes. ICMR Yu-Gang Jiang, Jun Wang, Shih-Fu Chang
2011	J	`jnl`	Media Search in Mobile Devices [From the Guest Editors]. IEEE Signal Process. Mag. Mazin Gilbert, Alex Acero, Jordan Cohen, Hervé Bourlard, Shih-Fu Chang, Minoru Etoh
2011	A*	`conf`	Mobile product search with bag of hash bits. ACM Multimedia Junfeng He, Tai-Hsu Lin, Jinyuan Feng, Shih-Fu Chang
2011	J	`jnl`	Modeling Scene and Object Contexts for Human Action Retrieval With Few Examples. IEEE Trans. Circuits Syst. Video Technol. Yu-Gang Jiang, Zhenguo Li, Shih-Fu Chang
2011	A*	`conf`	Noise resistant graph ranking for improved web image search. CVPR Wei Liu, Yu-Gang Jiang, Jiebo Luo, Shih-Fu Chang
2011	A*	`conf`	Towards Optimal Discriminating Order for Multiclass Classification. ICDM Dong Liu, Shuicheng Yan, Yadong Mu, Xian-Sheng Hua, Shih-Fu Chang, Hong-Jiang Zhang
2011	A*	`conf`	Towards low bit rate mobile visual search with multiple-channel coding. ACM Multimedia Rongrong Ji, Ling-Yu Duan, Jie Chen, Hongxun Yao, Yong Rui, Shih-Fu Chang, Wen Gao
2011	—	`ed.`	Transactions on Data Hiding and Multimedia Security VI Trans. Data Hiding and Multimedia Security Yun Q. Shi, Sabu Emmanuel, Mohan S. Kankanhalli, Shih-Fu Chang, Regunathan Radhakrishnan, Fulong Ma, Li Zhao
2010	J	`jnl`	Audio-visual atoms for generic video concept classification. ACM Trans. Multim. Comput. Commun. Appl. Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui
2010	J	`jnl`	Camera Response Functions for Image Forensics: An Automatic Algorithm for Splicing Detection. IEEE Trans. Inf. Forensics Secur. Yu-Feng Hsu, Shih-Fu Chang
2010	—	`conf`	Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching. TRECVID Yu-Gang Jiang, Xiaohong Zeng, Guangnan Ye, Dan Ellis, Shih-Fu Chang, Subhabrata Bhattacharya, Mubarak Shah
2010	—	`ch.`	Cortically-Coupled Computer Vision. Brain-Computer Interfaces Paul Sajda, Eric Pohlmeyer, Jun Wang, Barbara Hanna, Lucas C. Parra, Shih-Fu Chang
2010	J	`jnl`	In a Blink of an Eye and a Switch of a Transistor: Cortically Coupled Computer Vision. Proc. IEEE Paul Sajda, Eric Pohlmeyer, Jun Wang, Lucas C. Parra, Christoforos Christoforou, Jacek Dmochowski, Barbara Hanna, Claus Bahlmann, Maneesh Kumar Singh, Shih-Fu Chang
2010	A*	`conf`	Large Graph Construction for Scalable Semi-Supervised Learning. ICML Wei Liu, Junfeng He, Shih-Fu Chang
2010	J	`jnl`	Near Duplicate Identification With Spatially Aligned Pyramid Matching. IEEE Trans. Circuits Syst. Video Technol. Dong Xu, Tat-Jen Cham, Shuicheng Yan, Lixin Duan, Shih-Fu Chang
2010	A*	`ed.`	Proceedings of the 18th International Conference on Multimedia 2010, Firenze, Italy, October 25-29, 2010 ACM Multimedia Alberto Del Bimbo, Shih-Fu Chang, Arnold W. M. Smeulders
2010	A*	`conf`	Scalable similarity search with optimized kernel hashing. KDD Junfeng He, Wei Liu, Shih-Fu Chang
2010	J	`jnl`	Semi-supervised distance metric learning for collaborative image retrieval and clustering. ACM Trans. Multim. Comput. Commun. Appl. Steven C. H. Hoi, Wei Liu, Shih-Fu Chang
2010	A*	`conf`	Semi-supervised hashing for scalable image retrieval. CVPR Jun Wang, Ondrej Kumar, Shih-Fu Chang
2010	A*	`conf`	Sequential Projection Learning for Hashing with Compact Codes. ICML Jun Wang, Sanjiv Kumar, Shih-Fu Chang
2010	A	`conf`	Single-view recaptured image detection based on physics-based features. ICME Xinting Gao, Tian-Tsong Ng, Bo Qiu, Shih-Fu Chang
2009	J	`jnl`	An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling. J. Biomed. Informatics Jun Wang, Xiaobo Zhou, Fuhai Li, Pamela Bradley, Shih-Fu Chang, Norbert Perrimon, Stephen T. C. Wong
2009	A*	`conf`	Brain state decoding for rapid image retrieval. ACM Multimedia Jun Wang, Eric Pohlmeyer, Barbara Hanna, Yu-Gang Jiang, Paul Sajda, Shih-Fu Chang
2009	A*	`conf`	Domain adaptive semantic diffusion for large scale context-based video annotation. ICCV Yu-Gang Jiang, Jun Wang, Shih-Fu Chang, Chong-Wah Ngo
2009	J	`jnl`	Enhancing Bilinear Subspace Learning by Element Rearrangement. IEEE Trans. Pattern Anal. Mach. Intell. Dong Xu, Shuicheng Yan, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
2009	A*	`conf`	Graph construction and ICML Tony Jebara, Jun Wang, Shih-Fu Chang
2009	J	`jnl`	Identifying and prefiltering images. IEEE Signal Process. Mag. Tian-Tsong Ng, Shih-Fu Chang
2009	A*	`conf`	Label diagnosis through self tuning forweb image search. CVPR Jun Wang, Yu-Gang Jiang, Shih-Fu Chang
2009	A*	`conf`	Mobile media search: has media search finally found its perfect platform? part II. ACM Multimedia Berna Erol, Jiebo Luo, Shih-Fu Chang, Minoru Etoh, Hsiao-Wuen Hon, Qian Lin, Vidya Setlur
2009	A	`conf`	Muti-scale temporal segmentation and outlier detection in sensor networks. ICME Mandis Beigi, Shih-Fu Chang, Shahram Ebadollahi, Dinesh C. Verma
2009	A*	`conf`	Robust multi-class transductive learning with graphs. CVPR Wei Liu, Shih-Fu Chang
2009	A*	`conf`	Semantic context transfer across heterogeneous sources for domain adaptive video search. ACM Multimedia Yu-Gang Jiang, Chong-Wah Ngo, Shih-Fu Chang
2009	A*	`conf`	Short-term audio-visual atoms for generic video concept classification. ACM Multimedia Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui
2009	—	`conf`	VIREO/DVMM at TRECVID 2009: High-Level Feature Extraction, Automatic Video Search, and Content-Based Copy Detection. TRECVID Chong-Wah Ngo, Yu-Gang Jiang, Xiao-Yong Wei, Wanlei Zhao, Yang Liu, Shiai Zhu, Jun Wang, Shih-Fu Chang
2009	Misc	`conf`	Visual saliency with side information. ICASSP Wei Jiang, Lexing Xie, Shih-Fu Chang
2008	A*	`conf`	Active microscopic cellular image annotation by superposable graph transduction with imbalanced labels. CVPR Jun Wang, Shih-Fu Chang, Xiaobo Zhou, Stephen T. C. Wong
2008	J	`jnl`	An Introduction to the Special Issue on Event Analysis in Videos. IEEE Trans. Circuits Syst. Video Technol. Shih-Fu Chang, Jiebo Luo, Stephen J. Maybank, Dan Schonfeld, Dong Xu
2008	—	`conf`	Columbia University's semantic video search engine 2008. CIVR Eric Zavesky, Shih-Fu Chang
2008	—	`conf`	Columbia University/VIREO-CityU/IRIT TRECVID2008 High-Level Feature Extraction and Interactive Video Search. TRECVID Shih-Fu Chang, Junfeng He, Yu-Gang Jiang, Akira Yanagawa, Eric Zavesky, Elie Khoury, Chong-Wah Ngo
2008	J	`jnl`	Computers, Robotics, and the Human Brain [From the Editor]. IEEE Signal Process. Mag. Shih-Fu Chang
2008	B	`conf`	Cross-domain learning methods for high-level visual concept classification. ICIP Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alexander C. Loui
2008	—	`conf`	CuZero: embracing the frontier of interactive visual search for informed users. Multimedia Information Retrieval Eric Zavesky, Shih-Fu Chang
2008	A*	`conf`	Fast kernel learning for spatial pyramid matching. CVPR Junfeng He, Shih-Fu Chang, Lexing Xie
2008	—	`conf`	Future directions in multimedia retrieval: : impact of new technology. CIVR Aidong Zhang, Shih-Fu Chang, Arif Ghafoor, Thomas S. Huang, Ramesh C. Jain, Rainer Lienhart
2008	A*	`conf`	Graph transduction via alternating minimization. ICML Jun Wang, Tony Jebara, Shih-Fu Chang
2008	A*	`conf`	Internet image archaeology: automatically tracing the manipulation history of photographs on the web. ACM Multimedia Lyndon S. Kennedy, Shih-Fu Chang
2008	A*	`conf`	Near duplicate image identification with patially Aligned Pyramid Matching. CVPR Dong Xu, Tat-Jen Cham, Shuicheng Yan, Shih-Fu Chang
2008	J	`jnl`	Quality-Optimized and Secure End-to-End Authentication for Media Delivery. Proc. IEEE Qibin Sun, John G. Apostolopoulos, Chang Wen Chen, Shih-Fu Chang
2008	J	`jnl`	Query-Adaptive Fusion for Multimodal Search. Proc. IEEE Lyndon S. Kennedy, Shih-Fu Chang, Apostol Natsev
2008	—	`conf`	Relevance aggregation projections for image retrieval. CIVR Wei Liu, Wei Jiang, Shih-Fu Chang
2008	A*	`conf`	SIFT-Bag kernel for video event analysis. ACM Multimedia Xi Zhou, Xiaodan Zhuang, Shuicheng Yan, Shih-Fu Chang, Mark Hasegawa-Johnson, Thomas S. Huang
2008	—	`conf`	Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines. ECCV (4) Wei Jiang, Shih-Fu Chang, Tony Jebara, Alexander C. Loui
2008	A*	`conf`	Semi-supervised distance metric learning for Collaborative Image Retrieval. CVPR Steven C. H. Hoi, Wei Liu, Shih-Fu Chang
2008	—	`conf`	Statistical fusion of multiple cues for image tampering detection. ACSCC Yu-Feng Hsu, Shih-Fu Chang
2008	J	`jnl`	Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment. IEEE Trans. Pattern Anal. Mach. Intell. Dong Xu, Shih-Fu Chang
2008	—	`conf`	Visual islands: intuitive browsing of visual search results. CIVR Eric Zavesky, Shih-Fu Chang, Cheng-Chih Yang
2007	—	`conf`	A reranking approach for context-based concept fusion in video indexing and retrieval. CIVR Lyndon S. Kennedy, Shih-Fu Chang
2007	—	`conf`	Blind Passive Media Forensics: Motivation and Opportunity. MCAM Shih-Fu Chang
2007	—	`conf`	Columbia University TRECVID 2007 High-Level Feature Extraction. TRECVID Shih-Fu Chang, Wei Jiang, Akira Yanagawa, Eric Zavesky
2007	—	`conf`	Columbia University's semantic video search engine. CIVR Shih-Fu Chang, Lyndon S. Kennedy, Eric Zavesky
2007	—	`conf`	Context-Based Concept Fusion with Boosted Conditional Random Fields. ICASSP (1) Wei Jiang, Shih-Fu Chang, Alexander C. Loui
2007	—	`conf`	Dynamic Local Tracing for 3d Axon Curvilinear Structure Detection from Microscopic Image Stack. ISBI Jun Wang, Xiaobo Zhou, Ju Lu, Jeff Lichtman, Shih-Fu Chang, Stephen T. C. Wong
2007	A*	`conf`	Element Rearrangement for Tensor-Based Subspace Learning. CVPR Shuicheng Yan, Dong Xu, Stephen Lin, Thomas S. Huang, Shih-Fu Chang
2007	J	`jnl`	Enabling MPEG-7 structural and semantic descriptions in retrieval applications. J. Assoc. Inf. Sci. Technol. Ana B. Benitez, Di Zhong, Shih-Fu Chang
2007	A	`conf`	Image Splicing Detection using Camera Response Function Consistency and Automatic Segmentation. ICME Yu-Feng Hsu, Shih-Fu Chang
2007	A*	`conf`	Kernel Sharing With Joint Boosting For Multi-Class Concept Detection. CVPR Wei Jiang, Shih-Fu Chang, Alexander C. Loui
2007	—	`conf`	Kodak's consumer video benchmark data set: concept definition and annotation. Multimedia Information Retrieval Alexander C. Loui, Jiebo Luo, Shih-Fu Chang, Dan Ellis, Wei Jiang, Lyndon S. Kennedy, Keansub Lee, Akira Yanagawa
2007	—	`conf`	Large-scale multimodal semantic concept detection for consumer video. Multimedia Information Retrieval Shih-Fu Chang, Dan Ellis, Wei Jiang, Keansub Lee, Akira Yanagawa, Alexander C. Loui, Jiebo Luo
2007	J	`jnl`	Learn how to learn [From the Editor]. IEEE Signal Process. Mag. Shih-Fu Chang
2007	—	`conf`	New challenges in multimedia research for the increasingly connected and fast growing digital society. Multimedia Information Retrieval Jia Li, Shih-Fu Chang, Michael Lesk, Rainer Lienhart, Jiebo Luo, Arnold W. M. Smeulders
2007	—	`conf`	Recent Advances and Challenges of Semantic Image/Video Search. ICASSP (4) Shih-Fu Chang, Wei-Ying Ma, Arnold W. M. Smeulders
2007	—	`conf`	Recent Advances and Open Issues of Digital Image/Video Search. WIAMIS Shih-Fu Chang
2007	J	`jnl`	Reranking Methods for Visual Search. IEEE Multim. Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang
2007	A*	`conf`	Using Geometry Invariants for Camera Response Function Estimation. CVPR Tian-Tsong Ng, Shih-Fu Chang, Mao-Pei Tsui
2007	J	`jnl`	Utility-Based Video Adaptation for Universal Multimedia Access (UMA) and Content-Based Utility Function Prediction for Real-Time Video Transcoding. IEEE Trans. Multim. Yong Wang, Jae-Gon Kim, Shih-Fu Chang, Hyung-Myung Kim
2007	A*	`conf`	Video search reranking through random walk over document-level context graph. ACM Multimedia Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang
2007	A*	`conf`	Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment. CVPR Dong Xu, Shih-Fu Chang
2006	J	`jnl`	"First who ... Then what" [from the Editor]. IEEE Signal Process. Mag. Shih-Fu Chang
2006	—	`conf`	A Generative-Discriminative Hybrid Method for Multi-View Object Detection. CVPR (2) Dongqing Zhang, Shih-Fu Chang
2006	B	`conf`	Active Context-Based Concept Fusionwith Partial User Labels. ICIP Wei Jiang, Shih-Fu Chang, Alexander C. Loui
2006	—	`conf`	An online system for classifying computer graphics images from natural photographs. Security, Steganography, and Watermarking of Multimedia Contents Tian-Tsong Ng, Shih-Fu Chang
2006	J	`jnl`	Challenges in the new year [from The Editor]. IEEE Signal Process. Mag. Shih-Fu Chang
2006	—	`conf`	Columbia University TRECVID-2006 Video Search and High-Level Feature Extraction. TRECVID Shih-Fu Chang, Winston H. Hsu, Wei Jiang, Lyndon S. Kennedy, Dong Xu, Akira Yanagawa, Eric Zavesky
2006	—	`conf`	Complexity Adaptive H.264 Encoding for Light Weight Streams. ICASSP (2) Yong Wang, Shih-Fu Chang
2006	A*	`conf`	Concept-based electronic health records: opportunities and challenges. ACM Multimedia Shahram Ebadollahi, Anni Coden, Michael A. Tanenblatt, Shih-Fu Chang, Tanveer Fathima Syeda-Mahmood, Arnon Amir
2006	A	`conf`	Detecting Image Splicing using Geometry Invariants and Camera Characteristics Consistency. ICME Yu-Feng Hsu, Shih-Fu Chang
2006	—	`conf`	Exploring Text and Image Features to Classify Images in Bioscience Literature. BioNLP@NAACL-HLT Barry Rafkind, Minsuk Lee, Shih-Fu Chang, Hong Yu
2006	—	`conf`	Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space. CIVR Shahram Ebadollahi, Lexing Xie, Andres Abreu, Mark Podlaseck, Shih-Fu Chang, John R. Smith
2006	J	`jnl`	Large-Scale Concept Ontology for Multimedia. IEEE Multim. Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis
2006	J	`jnl`	Making luck happen [from the Editor]. IEEE Signal Process. Mag. A. Dumitras, Shih-Fu Chang
2006	—	`conf`	Modeling the Activity Pattern of the Constellation of Cardiac Chambers in Echocardiogram Videos. CVAMIA Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu
2006	J	`jnl`	New semi-fragile image authentication watermarking techniques using random bias and nonuniform quantization. IEEE Trans. Multim. Kurato Maeno, Qibin Sun, Shih-Fu Chang, Masayuki Suto
2006	A	`conf`	Pattern Mining in Visual Concept Streams. ICME Lexing Xie, Shih-Fu Chang
2006	—	`conf`	To search or to label?: predicting the performance of search-based automatic image classifiers. Multimedia Information Retrieval Lyndon S. Kennedy, Shih-Fu Chang, Igor Kozintsev
2006	B	`conf`	Topic Tracking Across Broadcast News Videos with Visual Duplicates and Semantic Concepts. ICIP Winston H. Hsu, Shih-Fu Chang
2006	A*	`conf`	Video search reranking via information bottleneck principle. ACM Multimedia Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang
2006	A	`conf`	Visual Event Detection using Multi-Dimensional Concept Dynamics. ICME Shahram Ebadollahi, Lexing Xie, Shih-Fu Chang, John R. Smith
2006	J	`jnl`	You have been reading...so what do you think? [from The Editor]. IEEE Signal Process. Mag. Shih-Fu Chang
2005	J	`jnl`	A Crypto Signature Scheme For Image Authentication Over Wireless Channel. Int. J. Image Graph. Qibin Sun, Shuiming Ye, Ching-Yung Lin, Shih-Fu Chang
2005	B	`conf`	A Framework for Sub-Window Shot Detection. MMM Chuohao Yeo, Yongwei Zhu, Qibin Sun, Shih-Fu Chang
2005	J	`jnl`	A Robust and Secure Media Signature Scheme for JPEG Images. J. VLSI Signal Process. Qibin Sun, Shih-Fu Chang
2005	J	`jnl`	A secure and robust digital signature scheme for JPEG2000 image authentication. IEEE Trans. Multim. Qibin Sun, Shih-Fu Chang
2005	A*	`conf`	Automatic discovery of query-class-dependent models for multimodal search. ACM Multimedia Lyndon S. Kennedy, Apostol Natsev, Shih-Fu Chang
2005	J	`jnl`	Classification-based multidimensional adaptation prediction for scalable video coding using subjective quality evaluation. IEEE Trans. Circuits Syst. Video Technol. Yong Wang, Mihaela van der Schaar, Shih-Fu Chang, Alexander C. Loui
2005	—	`conf`	Columbia University TRECVID-2005 Video Search and High-Level Feature Extraction. TRECVID Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Lexing Xie, Akira Yanagawa, Eric Zavesky, Dong-Qing Zhang
2005	—	`conf`	Combining text and audio-visual features in video indexing. ICASSP (5) Shih-Fu Chang, R. Manmatha, Tat-Seng Chua
2005	—	`conf`	Commercial Detection in Heterogeneous Video Streams Using Fused Multi-Modal and Temporal Features. ICASSP (2) Masami Mizutani, Shahram Ebadollahi, Shih-Fu Chang
2005	—	`conf`	Layered dynamic mixture model for pattern discovery in asynchronous multi-modal streams [video applications]. ICASSP (2) Lexing Xie, Lyndon S. Kennedy, Shih-Fu Chang, Ajay Divakaran, Huifang Sun, Ching-Yung Lin
2005	A*	`conf`	Physics-motivated features for distinguishing photographic images and computer graphics. ACM Multimedia Tian-Tsong Ng, Shih-Fu Chang, Jessie Hsu, Lexing Xie, Mao-Pei Tsui
2005	J	`jnl`	Video Adaptation: Concepts, Technologies, and Open Issues. Proc. IEEE Shih-Fu Chang, Anthony Vetro
2005	—	`conf`	Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation. CIVR Winston H. Hsu, Shih-Fu Chang
2004	A	`conf`	A crypto signature scheme for image authentication over wireless channel. ICME Qibin Sun, Shuiming Ye, Ching-Yung Lin, Shih-Fu Chang
2004	B	`conf`	A model for image splicing. ICIP Tian-Tsong Ng, Shih-Fu Chang
2004	—	`conf`	Automatic View Recognition in Echocardiogram Videos Using Parts-Based Representation. CVPR (2) Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu
2004	—	`conf`	Blind detection of photomontage using higher order statistics. ISCAS (5) Tian-Tsong Ng, Shih-Fu Chang, Qibin Sun
2004	A	`conf`	Color-mood analysis of films based on syntactic and psychological models. ICME Cheng-Yu Wei, Nevenka Dimitrova, Shih-Fu Chang
2004	A*	`conf`	Detecting image near-duplicate by stochastic attributed relational graph matching with learning. ACM Multimedia Dongqing Zhang, Shih-Fu Chang
2004	B	`conf`	Discovering meaningful multimedia patterns with audio-visual concepts and associated text. ICIP Lexing Xie, Lyndon S. Kennedy, Shih-Fu Chang, Ajay Divakaran, Huifang Sun, Ching-Yung Lin
2004	—	`conf`	Discovery and fusion of salient multimodal features toward news story segmentation. Storage and Retrieval Methods and Applications for Multimedia Winston H. Hsu, Shih-Fu Chang, Chih-Wei Huang, Lyndon S. Kennedy, Ching-Yung Lin, Giridharan Iyengar
2004	A	`conf`	Generative, discriminative, and ensemble learning on multi-modal perceptual fusion toward news video story segmentation. ICME Winston H. Hsu, Shih-Fu Chang
2004	—	`conf`	IBM Research TRECVID 2004 Video Retrieval System. TRECVID Arnon Amir, Janne Argillander, Marco Berg, Shih-Fu Chang, Martin Franz, Winston H. Hsu, Giridharan Iyengar, John R. Kender, Lyndon S. Kennedy, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith, Jelena Tesic, Gang Wu, Rong Yan, Donqing Zhang
2004	—	`conf`	Learning to Detect Scene Text Using a Higher-Order MRF with Belief Propagation. CVPR Workshops Dong-Qing Zhang, Shih-Fu Chang
2004	J	`jnl`	Multimedia database management systems. J. Vis. Commun. Image Represent. Ying Li, John R. Smith, Tong Zhang, Shih-Fu Chang
2004	—	`conf`	News video story segmentation using fusion of multi-level multi-modal features in TRECVID 2003. ICASSP (3) Winston H. Hsu, Lyndon S. Kennedy, Chih-Wei Huang, Shih-Fu Chang, Ching-Yung Lin, Giridharan Iyengar
2004	—	`conf`	Pattern Mining in Large-Scale Image and Video Sources p. CIVR Shih-Fu Chang
2004	C	`conf`	Predicting optimal operation of MC-3DSBC multidimensional scalable video coding using subjective quality measurement. VCIP Yong Wang, Tian-Tsong Ng, Mihaela van der Schaar, Shih-Fu Chang
2004	J	`jnl`	Real-time view recognition and event detection for sports video. J. Vis. Commun. Image Represent. Di Zhong, Shih-Fu Chang
2004	A	`conf`	Semantic video clustering across sources using bipartite spectral clustering. ICME Dongqing Zhang, Ching-Yung Lin, Shih-Fu Chang, John R. Smith
2004	A*	`conf`	Story boundary detection in large broadcast news video archives: techniques, experience and trends. ACM Multimedia Tat-Seng Chua, Shih-Fu Chang, Lekha Chaisorn, Winston H. Hsu
2004	J	`jnl`	Structure analysis of soccer video with domain knowledge and hidden Markov models. Pattern Recognit. Lett. Lexing Xie, Peng Xu, Shih-Fu Chang, Ajay Divakaran, Huifang Sun
2004	A	`conf`	Subjective preference of spatio-temporal rate in video adaptation using multi-dimensional scalable coding. ICME Yong Wang, Shih-Fu Chang, Alexander C. Loui
2004	A	`conf`	Understanding and modeling user interests in consumer videos. ICME Ryoma Oami, Ana B. Benitez, Shih-Fu Chang, Nevenka Dimitrova
2004	B	`conf`	Video mining: pattern discovery versus pattern recognition. ICIP Ajay Divakaran, Kadir A. Peker, Shih-Fu Chang, Regunathan Radhakrishnan, Lexing Xie
2003	—	`conf`	A Bayesian Framework for Fusing Multiple Word Knowledge Models in Videotext Recognition. CVPR (2) Dongqing Zhang, Shih-Fu Chang
2003	A	`conf`	A statistical framework for fusing mid-level perceptual features in news story segmentation. ICME Winston H. Hsu, Shih-Fu Chang
2003	A	`conf`	Content-adaptive utility-based video adaptation. ICME Jae-Gon Kim, Yong Wang, Shih-Fu Chang
2003	—	`conf`	Content-based utility function prediction for real-time MPEG-4 video transcoding. ICIP (1) Yong Wang, Jae-Gon Kim, Shih-Fu Chang
2003	Misc	`conf`	Content-based video summarization and adaptation for ubiquitous media access. ICIAP Shih-Fu Chang
2003	—	`conf`	Discovery and Fusion of Salient Multi-modal Features Towards News Story Segmentation. TRECVID Winston H. Hsu, Shih-Fu Chang, Lyndon S. Kennedy, Chih-Wei Huang, Ching-Yung Lin, Giridharan Iyengar
2003	—	`conf`	Feature selection for unsupervised discovery of statistical temporal structures in video. ICIP (1) Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun
2003	—	`conf`	IBM Research TRECVID-2003 Video Retrieval System. TRECVID Arnon Amir, Marco Berg, Shih-Fu Chang, Winston H. Hsu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, Harriet J. Nock, John R. Smith, Belle L. Tseng, Yi Wu, Donqing Zhang
2003	—	`conf`	Image classification using multimedia knowledge networks. ICIP (3) Ana B. Benitez, Shih-Fu Chang
2003	—	`conf`	Mining spatio-temporal patterns and knowledge structures in multimedia collection. MMDB Shih-Fu Chang
2003	J	`jnl`	Special issue on multimedia adaptation. Signal Process. Image Commun. Fernando Pereira, Ian S. Burnett, Shih-Fu Chang
2003	J	`jnl`	Survey of compressed-domain features used in audio-visual indexing and analysis. J. Vis. Commun. Image Represent. Hualu Wang, Ajay Divakaran, Anthony Vetro, Shih-Fu Chang, Huifang Sun
2003	A	`conf`	Unsupervised discovery of multilevel statistical video structures using hierarchical hidden Markov models. ICME Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun
2002	—	`conf`	A quantitative semi-fragile JPEG2000 image authentication system. ICIP (2) Qibin Sun, Shih-Fu Chang, Kurato Maeno, Masayuki Suto
2002	C	`conf`	A robust and secure media signature scheme for JPEG images. IEEE Workshop on Multimedia Signal Processing Qibin Sun, Qi Tian, Shih-Fu Chang
2002	A*	`conf`	A utility framework for the automatic generation of audio-visual skims. ACM Multimedia Hari Sundaram, Lexing Xie, Shih-Fu Chang
2002	J	`jnl`	Computable scenes and structures in films. IEEE Trans. Multim. Hari Sundaram, Shih-Fu Chang
2002	A*	`conf`	Duplicate detection in consumer photography and news video. ACM Multimedia Alejandro Jaimes, Shih-Fu Chang, Alexander C. Loui
2002	—	`conf`	Echocardiogram videos: summarization, temporal segmentation and browsing. ICIP (1) Shahram Ebadollahi, Shih-Fu Chang, Henry D. Wu
2002	A*	`conf`	Event detection in baseball video using superimposed caption recognition. ACM Multimedia Dongqing Zhang, Shih-Fu Chang
2002	—	`conf`	FGS+: optimizing the joint SNR-temporal video quality in MPEG-4 fine grained scalable coding. ISCAS (1) Raj Kumar Rajendran, Mihaela van der Schaar, Shih-Fu Chang
2002	—	`conf`	General and domain-specific techniques for detecting and recognizing superimposed text in video. ICIP (1) Dongqing Zhang, Raj Kumar Rajendran, Shih-Fu Chang
2002	—	`conf`	Multimedia Knowledge Integration, Summarization And Evaluation. MDM/KDD Ana B. Benitez, Shih-Fu Chang
2002	—	`conf`	New semifragile image authentication watermarking techniques using random bias and nonuniform quantization. Security and Watermarking of Multimedia Contents Kurato Maeno, Qibin Sun, Shih-Fu Chang, Masayuki Suto
2002	—	`conf`	Perceptual knowledge construction from annotated image collections. ICME (1) Ana B. Benitez, Shih-Fu Chang
2002	—	`conf`	Semantic knowledge construction from annotated image collections. ICME (2) Ana B. Benitez, Shih-Fu Chang
2002	—	`conf`	Semi-fragile image authentication using generic wavelet domain features and ECC. ICIP (2) Qibin Sun, Shih-Fu Chang
2002	J	`jnl`	Special issue on multimedia adaptation. Signal Process. Image Commun. Fernando Pereira, Ian S. Burnett, Shih-Fu Chang
2002	Misc	`conf`	Structure analysis of soccer video with hidden Markov models. ICASSP Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Huifang Sun
2002	J	`jnl`	The Holy Grail of Content-Based. IEEE Multim. Shih-Fu Chang
2002	—	`conf`	Video skims: taxonomies and an optimal generation framework. ICIP (2) Hari Sundaram, Shih-Fu Chang
2001	J	`jnl`	A conceptual framework and empirical research for classifying visual descriptors. J. Assoc. Inf. Sci. Technol. Corinne Jörgensen, Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang
2001	J	`jnl`	A robust image authentication method distinguishing JPEG compression from malicious manipulation. IEEE Trans. Circuits Syst. Video Technol. Ching-Yung Lin, Shih-Fu Chang
2001	—	`ed.`	Advances in Multimedia Information Processing - PCM 2001, Second IEEE Pacific Rim Conference on Multimedia, Bejing, China, October 24-26, 2001, Proceedings IEEE Pacific Rim Conference on Multimedia Heung-Yeung Shum, Mark Liao, Shih-Fu Chang
2001	A	`conf`	Algorithms And System For Segmentation And Structure Analysis In Soccer Video. ICME Peng Xu, Lexing Xie, Shih-Fu Chang, Ajay Divakaran, Anthony Vetro, Huifang Sun
2001	A	`conf`	Condensing Computable Scenes Using Visual Complexity And Film Syntax Analysis. ICME Hari Sundaram, Shih-Fu Chang
2001	A*	`conf`	IMKA: a multimedia organization system combining perceptual and semantic knowledge. ACM Multimedia Ana B. Benitez, Shih-Fu Chang, John R. Smith
2001	J	`jnl`	Introduction to the special issue on MPEG-7. IEEE Trans. Circuits Syst. Video Technol. Shih-Fu Chang, Atul Puri, Thomas Sikora, HongJiang Zhang
2001	J	`jnl`	Learning Structured Visual Detectors from User Input at Multiple Levels. Int. J. Image Graph. Alejandro Jaimes, Shih-Fu Chang
2001	—	`conf`	Long-term moving object segmentation and tracking using spatio-temporal consistency. ICIP (2) Di Zhong, Shih-Fu Chang
2001	C	`conf`	MPEG-7 MDS Content Description Tools and Applications. CAIP Ana B. Benitez, Di Zhong, Shih-Fu Chang, John R. Smith
2001	J	`jnl`	Overview of the MPEG-7 standard. IEEE Trans. Circuits Syst. Video Technol. Shih-Fu Chang, Thomas Sikora, Atul Puri
2001	—	`conf`	PERSIVAL, a system for personalized search and summarization over multimedia healthcare information. JCDL Kathleen R. McKeown, Shih-Fu Chang, James J. Cimino, Steven Feiner, Carol Friedman, Luis Gravano, Vasileios Hatzivassiloglou, Steven Johnson, Desmond A. Jordan, Judith Klavans, Andre Kushniruk, Vimla L. Patel, Simone Teufel
2001	A*	`conf`	Real-time personalized sports video filtering and summarization. ACM Multimedia Di Zhong, Raj Kumar, Shih-Fu Chang
2001	A*	`conf`	SARI: self-authentication-and-recovery image watermarking system. ACM Multimedia Ching-Yung Lin, Shih-Fu Chang
2001	A	`conf`	Structure Analysis of Sports Video Using Domain Models. ICME Di Zhong, Shih-Fu Chang
2001	—	`conf`	Using human observer eye movements in automatic image classifiers. Human Vision and Electronic Imaging Alejandro Jaimes, Jeff B. Pelz, Tim Grabowski, Jason S. Babcock, Shih-Fu Chang
2001	—	`conf`	VISMap: an interactive image/video retrieval system using visualization and concept maps. ICIP (3) William Chen, Shih-Fu Chang
2001	—	`conf`	View segmentation and static/dynamic summary generation for echocardiogram videos. JCDL Shahram Ebadollahi, Shih-Fu Chang
2001	—	`conf`	Watermarking Capacity of Digital Images Based on Domain-Specific Masking Effects. ITCC Ching-Yung Lin, Shih-Fu Chang
2001	—	`conf`	Zero-error information hiding capacity of digital images. ICIP (3) Ching-Yung Lin, Shih-Fu Chang
2000	A	`conf`	A Knowledge Engineering Approach for Image Classification based on Probabilistic Reasoning Systems. IEEE International Conference on Multimedia and Expo (II) Seungyup Paek, Shih-Fu Chang
2000	J	`jnl`	A practical methodology for guaranteeing quality of service for video-on-demand. IEEE Trans. Circuits Syst. Video Technol. Shih-Fu Chang, Alexandros Eleftheriadis, Dimitris Anastassiou, Stephen Jacobs, Javier Zamora
2000	Misc	`conf`	Audio scene segmentation using multiple features, models and time scales. ICASSP Hari Sundaram, Shih-Fu Chang
2000	—	`conf`	Automatic selection of visual features and classifiers. Storage and Retrieval for Media Databases Alejandro Jaimes, Shih-Fu Chang
2000	A*	`conf`	Determining computable scenes in films and their structures using audio-visual memory models. ACM Multimedia Hari Sundaram, Shih-Fu Chang
2000	B	`conf`	Discovering Recurrent Visual Semantics in Consumer Photographs. ICIP Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang, Alexander C. Loui
2000	J	`jnl`	Error-resilient transcoding for video over wireless channels. IEEE J. Sel. Areas Commun. Gustavo de los Reyes, Amy R. Reibman, Shih-Fu Chang, Justin C.-I. Chuang
2000	B	`conf`	Experiments in Constructing Belief Networks for Image Classification Systems. ICIP Seungyup Paek, Shih-Fu Chang
2000	A	`conf`	Generating Semantic Visual Templates for Video Databases. IEEE International Conference on Multimedia and Expo (III) William Chen, Shih-Fu Chang
2000	A	`conf`	Image Retrieval with Sketches and Compositions. IEEE International Conference on Multimedia and Expo (II) Raj Kumar Rajendran, Shih-Fu Chang
2000	—	`conf`	Motion trajectory matching of video objects. Storage and Retrieval for Media Databases William Chen, Shih-Fu Chang
2000	J	`jnl`	Object-based multimedia content description schemes and applications for MPEG-7. Signal Process. Image Commun. Ana B. Benitez, Seungyup Paek, Shih-Fu Chang, Atul Puri, Qian Huang, John R. Smith, Chung-Sheng Li, Lawrence D. Bergman, Charles N. Judice
2000	C	`conf`	Principles and applications of content-aware video communication. ISCAS Shih-Fu Chang, Paul Bocheck
2000	A*	`ed.`	Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30 - November 3, 2000. ACM Multimedia Shahram Ghandeharizadeh, Shih-Fu Chang, Stephen Fischer, Joseph A. Konstan, Klara Nahrstedt
2000	—	`ed.`	Proceedings of the ACM Multimedia 2000 Workshops, Los Angeles, CA, USA, October 30 - November 3, 2000 ACM Multimedia Shahram Ghandeharizadeh, Shih-Fu Chang, Stephen Fischer, Joseph A. Konstan, Klara Nahrstedt
2000	—	`conf`	Semifragile watermarking for authenticating JPEG visual content. Security and Watermarking of Multimedia Contents Ching-Yung Lin, Shih-Fu Chang
2000	A	`conf`	Structural and Semantic Analysis of Video. IEEE International Conference on Multimedia and Expo (II) Shih-Fu Chang, Hari Sundaram
2000	—	`conf`	VQ-based digital signature scheme for multimedia content authentication. Security and Watermarking of Multimedia Contents Qibin Sun, Di Zhong, Shih-Fu Chang, Jiankang Wu, Arcot Desai Narasimhalu
2000	A	`conf`	Video Scene Segmentation using Video and Audio Features. IEEE International Conference on Multimedia and Expo (II) Hari Sundaram, Shih-Fu Chang
2000	J	`jnl`	Video-server retrieval scheduling and resource reservation for variable bit rate scalable video. IEEE Trans. Circuits Syst. Video Technol. Seungyup Paek, Shih-Fu Chang
1999	J	`jnl`	An integrated approach for content-based video object segmentation and retrieval. IEEE Trans. Circuits Syst. Video Technol. Di Zhong, Shih-Fu Chang
1999	J	`jnl`	Editorial: Content-Processing for Video Browsing, Retrieval, and Editing. Multim. Syst. Shih-Fu Chang, HongJiang Zhang
1999	—	`conf`	Efficient video sequence retrieval in large repositories. Storage and Retrieval for Image and Video Databases (SPIE) Hari Sundaram, Shih-Fu Chang
1999	J	`jnl`	GUEST EDITORS' INTRODUCTION: Content-Based Access of Image and Video Libraries. Comput. Vis. Image Underst. Alberto Del Bimbo, Vittorio Castelli, Shih-Fu Chang, Chung-Sheng Li
1999	J	`jnl`	Image Retrieval: Current Techniques, Promising Directions, and Open Issues. J. Vis. Commun. Image Represent. Yong Rui, Thomas S. Huang, Shih-Fu Chang
1999	J	`jnl`	Integrated Spatial and Feature Image Query. Multim. Syst. John R. Smith, Shih-Fu Chang
1999	J	`jnl`	Introduction to the special issue on object-based video coding and description. IEEE Trans. Circuits Syst. Video Technol. Fernando Pereira, Shih-Fu Chang, Rob Koenen, Atul Puri, Olivier Avaro
1999	—	`conf`	Issues and solutions for authenticating MPEG video. Security and Watermarking of Multimedia Contents Ching-Yung Lin, Shih-Fu Chang
1999	—	`conf`	Model-based classification of visual information for content-based retrieval. Storage and Retrieval for Image and Video Databases (SPIE) Alejandro Jaimes, Shih-Fu Chang
1999	A*	`conf`	Multimedia access and retrieval: the state of the art and future directions (panel session). ACM Multimedia (1) Shih-Fu Chang, Gwendal Auffret, Jonathan Foote, Chung-Sheng Li, Behzad Shahraray, Tanveer Fathima Syeda-Mahmood, HongJiang Zhang
1999	J	`jnl`	Objective and subjective quality of service performance of video-on-demand in ATM-WAN. Signal Process. Image Commun. Javier Zamora, Dimitris Anastassiou, Shih-Fu Chang, Leonard W. Ulbricht
1999	—	`conf`	Region Feature Based Similarity Searching of Semantic Video Objects. ICIP (2) Di Zhong, Shih-Fu Chang
1999	J	`jnl`	Searching and Editing MPEG-Compressed Video in a Distributed Online Environment. Multim. Syst. Horace J. Meng, Di Zhong, Shih-Fu Chang
1998	J	`jnl`	A fully automated content-based video search engine supporting spatiotemporal queries. IEEE Trans. Circuits Syst. Video Technol. Shih-Fu Chang, William Chen, Horace J. Meng, Hari Sundaram, Di Zhong
1998	—	`conf`	AMOS: An Active System for MPEG-4 Video Object Segmentation. ICIP (2) Di Zhong, Shih-Fu Chang
1998	J	`jnl`	Database Research at Columbia University. SIGMOD Rec. Shih-Fu Chang, Luis Gravano, Gail E. Kaiser, Kenneth A. Ross, Salvatore J. Stolfo
1998	Misc	`conf`	Digital image/video library and MPEG-7: standardization and research issues. ICASSP Yong Rui, Thomas S. Huang, Shih-Fu Chang
1998	J	`jnl`	Effective algorithms for video transmission over wireless channels. Signal Process. Image Commun. Pankaj Batra, Shih-Fu Chang
1998	—	`conf`	Embedding Visible Video Watermarks in the Compressed Domain. ICIP (1) Jianhao Meng, Shih-Fu Chang
1998	J	`jnl`	Generating Multimedia Briefings: Coordinating Language and Illustration. Artif. Intell. Kathleen R. McKeown, Steven Feiner, Mukesh Dalal, Shih-Fu Chang
1998	J	`jnl`	High Performance Digital Video Servers: Storage and Retrieval of Compressed Scalable Video. Adv. Comput. Seungyup Paek, Shih-Fu Chang
1998	—	`conf`	MetaSEEk: A Content-Based Metasearch Engine for Images. Storage and Retrieval for Image and Video Databases (SPIE) Mandis Beigi, Ana B. Benitez, Shih-Fu Chang
1998	J	`jnl`	Next-generation content representation, creation, and searching for new-media applications in education. Proc. IEEE Shih-Fu Chang, Alexandros Eleftheriadis, Robert McClintock
1998	—	`conf`	Robust Image Authentication Method Surviving JPEG Lossy Compression. Storage and Retrieval for Image and Video Databases (SPIE) Ching-Yung Lin, Shih-Fu Chang
1998	—	`conf`	Semantic Visual Templates: Linking Visual Features to Semantics. ICIP (3) Shih-Fu Chang, William Chen, Hari Sundaram
1998	J	`jnl`	Special Issue on Image Technology for World Wide Web Applications: Guest Editors' Comments. J. Vis. Commun. Image Represent. Shih-Fu Chang, Ping Wah Wong, Hong-Jiang Zhang
1998	J	`jnl`	Using Relevance Feedback in Content-Based Image Metasearch. IEEE Internet Comput. Ana B. Benitez, Mandis Beigi, Shih-Fu Chang
1998	—	`conf`	Video Transcoding for Resilience in Wireless Channels. ICIP (1) Gustavo de los Reyes, Amy R. Reibman, Justin C.-I. Chuang, Shih-Fu Chang
1998	A	`conf`	VideoQ: a fully automated video retrieval system using motion sketches. WACV Shih-Fu Chang, William Chen, Hari Sundaram
1997	C	`conf`	A distributed system for editing and browsing compressed video over the network. MMSP Horace J. Meng, Di Zhong, Shih-Fu Chang
1997	J	`jnl`	A highly efficient system for automatic face region detection in MPEG video. IEEE Trans. Circuits Syst. Video Technol. Hualu Wang, Shih-Fu Chang
1997	J	`jnl`	Columbia Digital News Project: An Environment for Briefing and Search over Multimedia Information. Int. J. Digit. Libr. Alfred V. Aho, Shih-Fu Chang, Kathleen R. McKeown, Dragomir R. Radev, John R. Smith, Kazi A. Zaman
1997	—	`conf`	Columbia Digital News System An Environment for Briefing and Search over Multimedia Information. ADL Alfred V. Aho, Shih-Fu Chang, Kathleen R. McKeown, Dragomir R. Radev, John R. Smith, Kazi A. Zaman
1997	J	`jnl`	Columbia's VoD and Multimedia Research Testbed with Heterogeneous Network Support. Multim. Tools Appl. Shih-Fu Chang, Alexandros Eleftheriadis, Dimitris Anastassiou, Stephen Jacobs, Hari Kalva, Javier Zamora
1997	J	`jnl`	Content-based indexing and retrieval of visual information. IEEE Signal Process. Mag. Shih-Fu Chang
1997	J	`jnl`	DAVIC and Interoperability Experiments. Multim. Tools Appl. Hari Kalva, Shih-Fu Chang, Alexandros Eleftheriadis
1997	C	`conf`	Enhancing image search engines in visual information environments. MMSP John R. Smith, Shih-Fu Chang
1997	—	`conf`	Exploring Image Functionalities in WWW Applications- Development of Image/Video Search and Editing Engines. ICIP (3) Shih-Fu Chang, John R. Smith, Horace J. Meng
1997	J	`jnl`	Finding Images/Video in Large Archives: Columbia's Content-Based Visual Query Project. D Lib Mag. Shih-Fu Chang, John R. Smith, Horace J. Meng, Hualu Wang, Di Zhong
1997	J	`jnl`	Guest Editorial. Multim. Tools Appl. Shih-Fu Chang, Dimitris Anastassiou, Alexandros Eleftheriadis, John V. Pavlik
1997	J	`jnl`	Hybrid object-based/block-based coding in video compression at very low bit-rate. Signal Process. Image Commun. Chung-Tao Chu, Dimitris Anastassiou, Shih-Fu Chang
1997	—	`conf`	Image and Video Search Engine for the World Wide Web. Storage and Retrieval for Image and Video Databases (SPIE) John R. Smith, Shih-Fu Chang
1997	—	`conf`	Joint adaptive space and frequency basis selection. ICIP (3) John R. Smith, Shih-Fu Chang
1997	C	`conf`	SaFe: a general framework for integrated spatial and feature image search. MMSP John R. Smith, Shih-Fu Chang
1997	—	`conf`	Spatio-Temporal Video Search Using the Object-Based Video Representation. ICIP (1) Di Zhong, Shih-Fu Chang
1997	A*	`conf`	VideoQ: An Automated Content Based Video Search System Using Visual Cues. ACM Multimedia Shih-Fu Chang, William Chen, Horace J. Meng, Hari Sundaram, Di Zhong
1997	J	`jnl`	Visual Information Retrieval from Large Distributed Online Repositories. Commun. ACM Shih-Fu Chang, John R. Smith, Mandis Beigi, Ana B. Benitez
1997	J	`jnl`	Visually Searching the Web for Content. IEEE Multim. John R. Smith, Shih-Fu Chang
1997	C	`conf`	WebClip: a WWW video editing/browsing system. MMSP Horace J. Meng, Di Zhong, Shih-Fu Chang
1996	—	`conf`	A content based video traffic model using camera operations. ICIP (2) Paul Bocheck, Shih-Fu Chang
1996	—	`conf`	A robust content based digital signature for image authentication. ICIP (3) Marc Schneider, Shih-Fu Chang
1996	Misc	`conf`	Automated binary texture feature sets for image retrieval. ICASSP John R. Smith, Shih-Fu Chang
1996	A*	`conf`	CVEPS - A Compressed Video Editing and Parsing System. ACM Multimedia Jianhao Meng, Shih-Fu Chang
1996	—	`conf`	Clustering Methods for Video Browsing and Annotation. Storage and Retrieval for Image and Video Databases (SPIE) Di Zhong, HongJiang Zhang, Shih-Fu Chang
1996	J	`jnl`	Development of Columbia's video on demand testbed. Signal Process. Image Commun. Shih-Fu Chang, Alexandros Eleftheriadis, Dimitris Anastassiou
1996	—	`conf`	Efficient Techniques for Feature-Based Image/Video Access and Manipulation. Data Processing Clinic Shih-Fu Chang, John R. Smith, Jianhao Meng
1996	B	`conf`	Hybrid Block-Based/Segment-Based Video Compression at very Low Bitrate. Data Compression Conference Chung-Tao Chu, Dimitris Anastassiou, Shih-Fu Chang
1996	—	`conf`	Local color and texture extraction and spatial query. ICIP (3) John R. Smith, Shih-Fu Chang
1996	—	`conf`	Tools and Techniques for Color Image Retrieval. Storage and Retrieval for Image and Video Databases (SPIE) John R. Smith, Shih-Fu Chang
1996	—	`conf`	Tools for Compressed-Domain Video Indexing and Editing. Storage and Retrieval for Image and Video Databases (SPIE) Jianhao Meng, Shih-Fu Chang
1996	—	`conf`	Video Server Retrieval Scheduling for Variable Bit Rate Scalable Video. ICMCS Seungyup Paek, Shih-Fu Chang
1996	A*	`conf`	VisualSEEk: A Fully Automated Content-Based Image Query System. ACM Multimedia John R. Smith, Shih-Fu Chang
1995	B	`conf`	Compressed-domain techniques for image/video indexing and manipulation. ICIP Shih-Fu Chang
1995	J	`jnl`	Exploring Functionalities in the Compressed Image/Video Domain. ACM Comput. Surv. Shih-Fu Chang
1995	Misc	`conf`	Frequency and spatially adaptive wavelet packets. ICASSP John R. Smith, Shih-Fu Chang
1995	J	`jnl`	Manipulation and Compositing of MC-DCT Compressed Video. IEEE J. Sel. Areas Commun. Shih-Fu Chang, David G. Messerschmitt
1995	B	`conf`	Scalable MPEG2 Video Servers with Heterogeneous QoS on Parallel Disk Arrays. NOSSDAV Seungyup Paek, Paul Bocheck, Shih-Fu Chang
1995	—	`conf`	Single color extraction and image query. ICIP (3) John R. Smith, Shih-Fu Chang
1994	C	`conf`	Error Accumulation of Repetitive Image Coding. ISCAS Shih-Fu Chang, Alexandros Eleftheriadis
1994	A*	`conf`	Quad-Tree Segmentation for Texture-Based Image Query. ACM Multimedia Jonathan M. Smith, Shih-Fu Chang
1994	—	`conf`	Transform Features for Texture Classification and Discrimination in Large Image Databases. ICIP (3) John R. Smith, Shih-Fu Chang
1993	—	`conf`	A new approach to decoding and compositing motion-compensated DCT-based images. ICASSP (5) Shih-Fu Chang, David G. Messerschmitt
1993	A*	`conf`	Transform Coding of Arbitrarily-Shaped Image Segments. ACM Multimedia Shih-Fu Chang, David G. Messerschmitt
1992	J	`jnl`	Compositing motion-compensated video within the network. Comput. Commun. Rev. Shih-Fu Chang, David G. Messerschmitt
1992	J	`jnl`	Designing high-throughput VLC decoder. I. Concurrent VLSI architectures. IEEE Trans. Circuits Syst. Video Technol. Shih-Fu Chang, David G. Messerschmitt
1991	C	`conf`	VLSI Designs for High-Speed Huffman Decoder. ICCD Shih-Fu Chang, David G. Messerschmitt