Alexander G. Hauptmann

508 papers A* 112A 26B 35C 5Misc 10Journal 163Unranked 146

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward. NAACL (Long Papers) Ruohong Zhang, Liangke Gui, Zhiqing Sun, Yihao Feng, Keyang Xu, Yuanhan Zhang, Di Fu, Chunyuan Li, Alexander G. Hauptmann, Yonatan Bisk, Yiming Yang
2025	J	`jnl`	GoViG: Goal-Conditioned Visual Navigation Instruction Generation. CoRR Fengyi Wu, Yifei Dong, Zhi-Qi Cheng, Yilong Dai, Guangyu Chen, Hang Wang, Qi Dai, Alexander G. Hauptmann
2025	J	`jnl`	HA-VLN: A Benchmark for Human-Aware Navigation in Discrete-Continuous Environments with Dynamic Multi-Human Interactions, Real-World Validation, and an Open Leaderboard. CoRR Yifei Dong, Fengyi Wu, Qi He, Heng Li, Minghan Li, Zebang Cheng, Yuxuan Zhou, Jingdong Sun, Qi Dai, Zhi-Qi Cheng, Alexander G. Hauptmann
2025	A	`conf`	Learning Visual-Semantic Subspace Representations. AISTATS Gabriel Moreira, Manuel Marques, João Paulo Costeira, Alexander G. Hauptmann
2025	A*	`conf`	MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis. ICLR Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Qi He, Wangmeng Xiang, Hanyuan Chen, Jin-Peng Lan, Xianhui Lin, Kang Zhu, Bin Luo, Yifeng Geng, Xuansong Xie, Alexander G. Hauptmann
2025	Misc	`conf`	UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal Prompts. ICASSP Xiang Li, Zhi-Qi Cheng, Jun-Yan He, Junyao Chen, Xiaomao Fan, Xiaojiang Peng, Alexander G. Hauptmann
2025	J	`jnl`	Unified World Models: Memory-Augmented Planning and Foresight for Visual Navigation. CoRR Yifei Dong, Fengyi Wu, Guangyu Chen, Zhi-Qi Cheng, Qiyu Hu, Yuxuan Zhou, Jingdong Sun, Jun-Yan He, Qi Dai, Alexander G. Hauptmann
2024	A*	`conf`	Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. NeurIPS Zebang Cheng, Zhi-Qi Cheng, Jun-Yan He, Kai Wang, Yuxiang Lin, Zheng Lian, Xiaojiang Peng, Alexander G. Hauptmann
2024	A*	`conf`	Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions. NeurIPS Heng Li, Minghan Li, Zhi-Qi Cheng, Yifei Dong, Yuxuan Zhou, Jun-Yan He, Qi Dai, Teruko Mitamura, Alexander G. Hauptmann
2024	J	`jnl`	Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions. CoRR Minghan Li, Heng Li, Zhi-Qi Cheng, Yifei Dong, Yuxuan Zhou, Jun-Yan He, Qi Dai, Teruko Mitamura, Alexander G. Hauptmann
2024	A	`conf`	Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin. WACV Gabriel Moreira, Manuel Marques, João Paulo Costeira, Alexander G. Hauptmann
2024	A*	`conf`	Language Model Beats Diffusion - Tokenizer is key to visual generation. ICLR Lijun Yu, José Lezama, Nitesh Bharadwaj Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Agrim Gupta, Xiuye Gu, Alexander G. Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A. Ross, Lu Jiang
2024	J	`jnl`	MM-TTS: A Unified Framework for Multimodal, Prompt-Induced Emotional Text-to-Speech Synthesis. CoRR Xiang Li, Zhi-Qi Cheng, Jun-Yan He, Xiaojiang Peng, Alexander G. Hauptmann
2024	J	`jnl`	MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis. CoRR Jun-Yan He, Zhi-Qi Cheng, Chenyang Li, Jingdong Sun, Qi He, Wangmeng Xiang, Hanyuan Chen, Jin-Peng Lan, Xianhui Lin, Kang Zhu, Bin Luo, Yifeng Geng, Xuansong Xie, Alexander G. Hauptmann
2024	—	`conf`	SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions. EMNLP (Industry Track) Zhi-Qi Cheng, Yifei Dong, Aike Shi, Wei Liu, Yuzhi Hu, Jason O'Connor, Alexander G. Hauptmann, Kate Whitefoot
2024	—	`conf`	SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition. MRAC@MM Zebang Cheng, Shuyuan Tu, Dawei Huang, Minghan Li, Xiaojiang Peng, Zhi-Qi Cheng, Alexander G. Hauptmann
2024	J	`jnl`	SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition. CoRR Zebang Cheng, Shuyuan Tu, Dawei Huang, Minghan Li, Xiaojiang Peng, Zhi-Qi Cheng, Alexander G. Hauptmann
2024	B	`conf`	The Seven Faces of Stress: Understanding Facial Activity Patterns During Cognitive Stress. FG Carla Viegas, Roy A. Maxion, Alexander G. Hauptmann, João Magalhães
2023	A*	`conf`	Breaking The Limits of Text-conditioned 3D Motion Synthesis with Elaborative Descriptions. ICCV Yijun Qian, Jack Urbanek, Alexander G. Hauptmann, Jungdam Won
2023	A*	`conf`	ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules. ICCV Zhi-Qi Cheng, Qi Dai, Alexander G. Hauptmann
2023	J	`jnl`	ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules. CoRR Zhi-Qi Cheng, Qi Dai, Siyao Li, Jingdong Sun, Teruko Mitamura, Alexander G. Hauptmann
2023	J	`jnl`	Document Entity Retrieval with Massive and Noisy Pre-training. CoRR Lijun Yu, Jin Miao, Xiaoyu Sun, Jiayi Chen, Alexander G. Hauptmann, Hanjun Dai, Wei Wei
2023	—	`conf`	DocumentNet: Bridging the Data Gap in Document Pre-training. EMNLP (Industry Track) Lijun Yu, Jin Miao, Xiaoyu Sun, Jiayi Chen, Alexander G. Hauptmann, Hanjun Dai, Wei Wei
2023	J	`jnl`	Language Model Beats Diffusion - Tokenizer is Key to Visual Generation. CoRR Lijun Yu, José Lezama, Nitesh Bharadwaj Gundavarapu, Luca Versari, Kihyuk Sohn, David Minnen, Yong Cheng, Agrim Gupta, Xiuye Gu, Alexander G. Hauptmann, Boqing Gong, Ming-Hsuan Yang, Irfan Essa, David A. Ross, Lu Jiang
2023	A*	`conf`	MAGVIT: Masked Generative Video Transformer. CVPR Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang
2023	A*	`conf`	SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs. NeurIPS Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin P. Murphy, Alexander G. Hauptmann, Lu Jiang
2023	J	`jnl`	SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs. CoRR Lijun Yu, Yong Cheng, Zhiruo Wang, Vivek Kumar, Wolfgang Macherey, Yanping Huang, David A. Ross, Irfan Essa, Yonatan Bisk, Ming-Hsuan Yang, Kevin Murphy, Alexander G. Hauptmann, Lu Jiang
2023	A*	`conf`	STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition. CVPR Xiaoyu Zhu, Po-Yao Huang, Junwei Liang, Celso M. de Melo, Alexander G. Hauptmann
2023	J	`jnl`	STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition. CoRR Xiaoyu Zhu, Po-Yao Huang, Junwei Liang, Celso M. de Melo, Alexander G. Hauptmann
2023	—	`conf`	Towards Open-Domain Twitter User Profile Inference. ACL (Findings) Haoyang Wen, Zhenxin Xiao, Eduard H. Hovy, Alexander G. Hauptmann
2023	J	`jnl`	Training Vision-Language Transformers from Captions. Trans. Mach. Learn. Res. Liangke Gui, Yingshan Chang, Qiuyuan Huang, Subhojit Som, Alexander G. Hauptmann, Jianfeng Gao, Yonatan Bisk
2023	—	`conf`	Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation. ACL (2) Haoyang Wen, Alexander G. Hauptmann
2022	—	`conf`	Argus++: Robust Real-time Activity Detection for Unconstrained Video Streams with Overlapping Cube Proposals. WACV (Workshops) Lijun Yu, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann
2022	J	`jnl`	Argus++: Robust Real-time Activity Detection for Unconstrained Video Streams with Overlapping Cube Proposals. CoRR Lijun Yu, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann
2022	J	`jnl`	Deep Discrete Cross-Modal Hashing with Multiple Supervision. Neurocomputing En Yu, Jianhua Ma, Jiande Sun, Xiaojun Chang, Huaxiang Zhang, Alexander G. Hauptmann
2022	J	`jnl`	MAGVIT: Masked Generative Video Transformer. CoRR Lijun Yu, Yong Cheng, Kihyuk Sohn, José Lezama, Han Zhang, Huiwen Chang, Alexander G. Hauptmann, Ming-Hsuan Yang, Yuan Hao, Irfan Essa, Lu Jiang
2022	A*	`conf`	Rethinking Spatial Invariance of Convolutional Networks for Object Counting. CVPR Zhi-Qi Cheng, Qi Dai, Hong Li, Jingkuan Song, Xiao Wu, Alexander G. Hauptmann
2022	J	`jnl`	Rethinking Spatial Invariance of Convolutional Networks for Object Counting. CoRR Zhi-Qi Cheng, Qi Dai, Hong Li, Jingkuan Song, Xiao Wu, Alexander G. Hauptmann
2022	—	`conf`	Rethinking Zero-shot Action Recognition: Learning from Latent Atomic Actions. ECCV (4) Yijun Qian, Lijun Yu, Wenhe Liu, Alexander G. Hauptmann
2022	—	`conf`	TRM: Temporal Relocation Module for Video Recognition. WACV (Workshops) Yijun Qian, Guoliang Kang, Lijun Yu, Wenhe Liu, Alexander G. Hauptmann
2021	A	`conf`	Importance of Parasagittal Sensor Information in Tongue Motion Capture Through a Diphonic Analysis. Interspeech Salvador Medina, Sarah Taylor, Mark Tiede, Alexander G. Hauptmann, Iain A. Matthews
2021	B	`conf`	MMPT'21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding. ICMR Bei Liu, Jianlong Fu, Shizhe Chen, Qin Jin, Alexander G. Hauptmann, Yong Rui
2021	—	`ed.`	MMPT@ICMR2021: Proceedings of the 2021 Workshop on Multi-Modal Pre-Training for Multimedia Understanding, Taipei, Taiwan, August 21, 2021 MMPT@ICMR Bei Liu, Jianlong Fu, Shizhe Chen, Qin Jin, Alexander G. Hauptmann, Yong Rui
2021	A	`conf`	MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos. WACV Xiaoyu Zhu, Junwei Liang, Alexander G. Hauptmann
2021	A*	`conf`	MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI. ACM Multimedia João Magalhães, Alexander G. Hauptmann, Ricardo Gamelas Sousa, Carlos Santiago
2021	J	`jnl`	Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. CoRR Po-Yao Huang, Mandela Patrick, Junjie Hu, Graham Neubig, Florian Metze, Alexander G. Hauptmann
2021	B	`conf`	Pose Guided Person Image Generation With Hidden P-Norm Regression. ICIP Ting-Yao Hu, Alexander G. Hauptmann
2021	J	`jnl`	Pose Guided Person Image Generation with Hidden p-Norm Regression. CoRR Ting-Yao Hu, Alexander G. Hauptmann
2021	Misc	`conf`	Statistical Distance Metric Learning for Image Set Retrieval. ICASSP Ting-Yao Hu, Alexander G. Hauptmann
2021	J	`jnl`	Subspace Representation Learning for Few-shot Image Classification. CoRR Ting-Yao Hu, Zhi-Qi Cheng, Alexander G. Hauptmann
2021	A*	`conf`	Support-set bottlenecks for video-text representation learning. ICLR Mandela Patrick, Po-Yao Huang, Yuki Markus Asano, Florian Metze, Alexander G. Hauptmann, João F. Henriques, Andrea Vedaldi
2021	—	`conf`	iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace. MuCAI @ ACM Multimedia Ricardo Gamelas Sousa, Pedro Miguel Ferreira, Pedro Moreira Costa, Pedro Azevedo, João Paulo Costeira, Carlos Santiago, João Magalhães, David Semedo, Rafael Ferreira, Alexander I. Rudnicky, Alexander G. Hauptmann
2020	—	`conf`	Adaptive Feature Aggregation for Video Object Detection. WACV Workshops Yijun Qian, Lijun Yu, Wenhe Liu, Guoliang Kang, Alexander G. Hauptmann
2020	—	`conf`	Argus: Efficient Activity Detection System for Extended Video Analysis. WACV Workshops Wenhe Liu, Guoliang Kang, Po-Yao Huang, Xiaojun Chang, Lijun Yu, Yijun Qian, Junwei Liang, Liangke Gui, Jing Wen, Peng Chen, Alexander G. Hauptmann
2020	—	`conf`	CMU Informedia at TRECVID 2020: Activity Detection with Dense Spatio-temporal Proposals. TRECVID Lijun Yu, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann
2020	J	`jnl`	Deep Top-$k$ Ranking for Image-Sentence Matching. IEEE Trans. Multim. Lingling Zhang, Minnan Luo, Jun Liu, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann
2020	—	`conf`	ELECTRICITY: An Efficient Multi-camera Vehicle Tracking System for Intelligent City. CVPR Workshops Yijun Qian, Lijun Yu, Wenhe Liu, Alexander G. Hauptmann
2020	—	`conf`	Event-Related Bias Removal for Real-time Disaster Events. EMNLP (Findings) Salvador Medina Maza, Evangelia Spiliopoulou, Eduard H. Hovy, Alexander G. Hauptmann
2020	J	`jnl`	Event-Related Bias Removal for Real-time Disaster Events. CoRR Evangelia Spiliopoulou, Salvador Medina Maza, Eduard H. Hovy, Alexander G. Hauptmann
2020	J	`jnl`	Few-shot activity recognition with cross-modal memory network. Pattern Recognit. Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Mahesh Prakash, Alexander G. Hauptmann
2020	B	`conf`	Forward and Backward Multimodal NMT for Improved Monolingual and Multilingual Cross-Modal Retrieval. ICMR Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann, Eduard H. Hovy
2020	J	`jnl`	From A Glance to "Gotcha": Interactive Facial Image Retrieval with Progressive Relevance Feedback. CoRR Xinru Yang, Haozhi Qi, Mingyang Li, Alexander G. Hauptmann
2020	J	`jnl`	Fuzzy Least Squares Support Vector Machine With Adaptive Membership for Object Tracking. IEEE Trans. Multim. Shunli Zhang, Li Zhang, Alexander G. Hauptmann
2020	J	`jnl`	Gun Source and Muzzle Head Detection. CoRR Zhong Zhou, Isak Czeresnia Etinger, Florian Metze, Alexander G. Hauptmann, Alexander Waibel
2020	J	`jnl`	Learning Distilled Graph for Large-Scale Social Network Data Clustering. IEEE Trans. Knowl. Data Eng. Wenhe Liu, Dong Gong, Mingkui Tan, Qinfeng (Javen) Shi, Yi Yang, Alexander G. Hauptmann
2020	J	`jnl`	MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos. CoRR Xiaoyu Zhu, Junwei Liang, Alexander G. Hauptmann
2020	J	`jnl`	Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification. ACM Trans. Intell. Syst. Technol. Wenhe Liu, Xiaojun Chang, Ling Chen, Dinh Phung, Xiaoqin Zhang, Yi Yang, Alexander G. Hauptmann
2020	A*	`conf`	Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation. NeurIPS Guoliang Kang, Yunchao Wei, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann
2020	J	`jnl`	Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation. CoRR Guoliang Kang, Yunchao Wei, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann
2020	—	`conf`	Robust Long-Term Object Tracking via Improved Discriminative Model Prediction. ECCV Workshops (5) Seokeon Choi, Junhyun Lee, Yunsung Lee, Alexander G. Hauptmann
2020	J	`jnl`	Robust Long-Term Object Tracking via Improved Discriminative Model Prediction. CoRR Seokeon Choi, Junhyun Lee, Yunsung Lee, Alexander G. Hauptmann
2020	J	`jnl`	Semantics-Preserving Graph Propagation for Zero-Shot Object Detection. IEEE Trans. Image Process. Caixia Yan, Qinghua Zheng, Xiaojun Chang, Minnan Luo, Chung-Hsing Yeh, Alexander G. Hauptmann
2020	J	`jnl`	SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras. CoRR Junwei Liang, Lu Jiang, Alexander G. Hauptmann
2020	—	`conf`	SimAug: Learning Robust Representations from Simulation for Trajectory Prediction. ECCV (13) Junwei Liang, Lu Jiang, Alexander G. Hauptmann
2020	J	`jnl`	Simultaneous Bearing Fault Recognition and Remaining Useful Life Prediction Using Joint-Loss Convolutional Neural Network. IEEE Trans. Ind. Informatics Ruonan Liu, Boyuan Yang, Alexander G. Hauptmann
2020	J	`jnl`	Spatial-Temporal Alignment Network for Action Recognition and Detection. CoRR Junwei Liang, Liangliang Cao, Xuehan Xiong, Ting Yu, Alexander G. Hauptmann
2020	Misc	`conf`	Stacked Pooling for Boosting Scale Invariance of Crowd Counting. ICASSP Siyu Huang, Xi Li, Zhi-Qi Cheng, Zhongfei Zhang, Alexander G. Hauptmann
2020	J	`jnl`	Support-set bottlenecks for video-text representation learning. CoRR Mandela Patrick, Po-Yao Huang, Yuki Markus Asano, Florian Metze, Alexander G. Hauptmann, João F. Henriques, Andrea Vedaldi
2020	—	`conf`	The Eighth Visual Object Tracking VOT2020 Challenge Results. ECCV Workshops (5) Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Linbo He, Yushan Zhang, Song Yan, Jinyu Yang, Gustavo Fernández, Alexander G. Hauptmann, Alireza Memarmoghadam, Álvaro García-Martín, Andreas Robinson, Anton Varfolomieiev, Awet Haileslassie Gebrehiwot, Bedirhan Uzun, Bin Yan, Bing Li, Chen Qian, Chi-Yi Tsai, Christian Micheloni, Dong Wang, Fei Wang, Fei Xie, Felix Järemo Lawin, Fredrik Gustafsson, Gian Luca Foresti, Goutam Bhat, Guangqi Chen, Haibin Ling, Haitao Zhang, Hakan Cevikalp, Haojie Zhao, Haoran Bai, Hari Chandana Kuchibhotla, Hasan Saribas, Heng Fan, Hossein Ghanei-Yakhdan, Houqiang Li, Houwen Peng, Huchuan Lu, Hui Li, Javad Khaghani, Jesús Bescós, Jianhua Li, Jianlong Fu, Jiaqian Yu, Jingtao Xu, Josef Kittler, Jun Yin, Junhyun Lee, Kaicheng Yu, Kaiwen Liu, Kang Yang, Kenan Dai, Li Cheng, Li Zhang, Lijun Wang, Linyuan Wang, Luc Van Gool, Luca Bertinetto, Matteo Dunnhofer, Miao Cheng, Mohana Murali Dasari, Ning Wang, Pengyu Zhang, Philip H. S. Torr, Qiang Wang, Radu Timofte, Rama Krishna Sai Subrahmanyam Gorthi, Seokeon Choi, Seyed Mojtaba Marvasti-Zadeh, Shao-Chuan Zhao, Shohreh Kasaei, Shoumeng Qiu, Shuhao Chen, Thomas B. Schön, Tianyang Xu, Wei Lu, Weiming Hu, Wengang Zhou, Xi Qiu, Xiao Ke, Xiao-Jun Wu, Xiaolin Zhang, Xiaoyun Yang, Xuefeng Zhu, Yingjie Jiang, Yingming Wang, Yiwei Chen, Yu Ye, Yuezhou Li, Yuncon Yao, Yunsung Lee, Yuzhang Gu, Zezhou Wang, Zhangyong Tang, Zhenhua Feng, Zhijun Mai, Zhipeng Zhang, Zhirong Wu, Ziang Ma
2020	A*	`conf`	The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. CVPR Junwei Liang, Lu Jiang, Kevin P. Murphy, Ting Yu, Alexander G. Hauptmann
2020	J	`jnl`	Training-free Monocular 3D Event Detection System for Traffic Surveillance. CoRR Lijun Yu, Peng Chen, Wenhe Liu, Guoliang Kang, Alexander G. Hauptmann
2020	A*	`conf`	Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. ACL Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann
2020	J	`jnl`	Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. CoRR Po-Yao Huang, Junjie Hu, Xiaojun Chang, Alexander G. Hauptmann
2020	A*	`conf`	ZSTAD: Zero-Shot Temporal Activity Detection. CVPR Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander G. Hauptmann
2020	J	`jnl`	ZSTAD: Zero-Shot Temporal Activity Detection. CoRR Lingling Zhang, Xiaojun Chang, Jun Liu, Minnan Luo, Sen Wang, Zongyuan Ge, Alexander G. Hauptmann
2020	—	`conf`	Zero-VIRUS CVPR Workshops Lijun Yu, Qianyu Feng, Yijun Qian, Wenhe Liu, Alexander G. Hauptmann
2019	J	`jnl`	Activitynet 2019 Task 3: Exploring Contexts for Dense Captioning Events in Videos. CoRR Shizhe Chen, Yuqing Song, Yida Zhao, Qin Jin, Zhaoyang Zeng, Bei Liu, Jianlong Fu, Alexander G. Hauptmann
2019	J	`jnl`	Adaptive Semi-Supervised Feature Selection for Cross-Modal Retrieval. IEEE Trans. Multim. En Yu, Jiande Sun, Jing Li, Xiaojun Chang, Xian-Hua Han, Alexander G. Hauptmann
2019	A*	`conf`	Annotation Efficient Cross-Modal Retrieval with Adversarial Attentive Alignment. ACM Multimedia Po-Yao Huang, Guoliang Kang, Wenhe Liu, Xiaojun Chang, Alexander G. Hauptmann
2019	J	`jnl`	Automatic Vacant Parking Places Management System Using Multicamera Vehicle Detection. IEEE Trans. Intell. Transp. Syst. Rafael Martin Nieto, Álvaro García-Martín, Alexander G. Hauptmann, José M. Martínez
2019	—	`conf`	CMU-Informedia at TREC 2019 Incident Streams Track. TREC Junpei Zhou, Xinyu Wang, Po-Yao Huang, Alexander G. Hauptmann
2019	A*	`conf`	Contrastive Adaptation Network for Unsupervised Domain Adaptation. CVPR Guoliang Kang, Lu Jiang, Yi Yang, Alexander G. Hauptmann
2019	J	`jnl`	Contrastive Adaptation Network for Unsupervised Domain Adaptation. CoRR Guoliang Kang, Lu Jiang, Yi Yang, Alexander G. Hauptmann
2019	—	`conf`	Cross-Modal Transfer Hashing Based on Coherent Projection. ICME Workshops En Yu, Jiande Sun, Li Wang, Xiaojun Chang, Huaxiang Zhang, Alexander G. Hauptmann
2019	—	`conf`	ExCL: Extractive Clip Localization Using Natural Language Descriptions. NAACL-HLT (1) Soham Ghosh, Anuva Agarwal, Zarana Parekh, Alexander G. Hauptmann
2019	J	`jnl`	ExCL: Extractive Clip Localization Using Natural Language Descriptions. CoRR Soham Ghosh, Anuva Agarwal, Zarana Parekh, Alexander G. Hauptmann
2019	J	`jnl`	Focal Visual-Text Attention for Memex Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. Junwei Liang, Lu Jiang, Liangliang Cao, Yannis Kalantidis, Li-Jia Li, Alexander G. Hauptmann
2019	J	`jnl`	Generating Video Descriptions With Latent Topic Guidance. IEEE Trans. Multim. Shizhe Chen, Qin Jin, Jia Chen, Alexander G. Hauptmann
2019	B	`conf`	Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks. ICMR Po-Yao Huang, Vaibhav, Xiaojun Chang, Alexander G. Hauptmann
2019	A*	`conf`	Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting. ACM Multimedia Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Jun-Yan He, Alexander G. Hauptmann
2019	J	`jnl`	Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting. CoRR Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Jun-Yan He, Alexander G. Hauptmann
2019	—	`conf`	Inf@TRECVID 2019: Instance Search Task. TRECVID En Yu, Wenhe Liu, Guoliang Kang, Xiaojun Chang, Jiande Sun, Alexander G. Hauptmann
2019	A*	`conf`	Learning Sound Events from Webly Labeled Data. IJCAI Anurag Kumar, Ankit Shah, Alexander G. Hauptmann, Bhiksha Raj
2019	A*	`conf`	Learning Spatial Awareness to Improve Crowd Counting. ICCV Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Alexander G. Hauptmann
2019	J	`jnl`	Learning Spatial Awareness to Improve Crowd Counting. CoRR Zhi-Qi Cheng, Jun-Xiu Li, Qi Dai, Xiao Wu, Alexander G. Hauptmann
2019	—	`conf`	MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video. TRECVID Xiaojun Chang, Wenhe Liu, Po-Yao Huang, Changlin Li, Fengda Zhu, Mingfei Han, Mingjie Li, Mengyuan Ma, Siyi Hu, Guoliang Kang, Junwei Liang, Liangke Gui, Lijun Yu, Yijun Qian, Jing Wen, Alexander G. Hauptmann
2019	—	`conf`	Minding the Gaps in a Video Action Analysis Pipeline. WACV Workshops Jia Chen, Jiang Liu, Junwei Liang, Ting-Yao Hu, Wei Ke, Wayner Barrios, Dong Huang, Alexander G. Hauptmann
2019	—	`conf`	Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. EMNLP/IJCNLP (1) Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann
2019	J	`jnl`	Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. CoRR Po-Yao Huang, Xiaojun Chang, Alexander G. Hauptmann
2019	B	`conf`	Multi-shot Person Re-identification through Set Distance with Visual Distributional Representation. ICMR Ting-Yao Hu, Alexander G. Hauptmann
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	A*	`conf`	Peeking Into the Future: Predicting Future Person Activities and Locations in Videos. CVPR Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei
2019	—	`conf`	Peeking Into the Future: Predicting Future Person Activities and Locations in Videos. CVPR Workshops Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei
2019	J	`jnl`	Peeking into the Future: Predicting Future Person Activities and Locations in Videos. CoRR Junwei Liang, Lu Jiang, Juan Carlos Niebles, Alexander G. Hauptmann, Li Fei-Fei
2019	B	`ed.`	Proceedings of the 2019 on International Conference on Multimedia Retrieval, ICMR 2019, Ottawa, ON, Canada, June 10-13, 2019. ICMR Abdulmotaleb El Saddik, Alberto Del Bimbo, Zhongfei Zhang, Alexander G. Hauptmann, K. Selçuk Candan, Marco Bertini, Lexing Xie, Xiao-Yong Wei
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`	Scheduled sampling for one-shot learning via matching network. Pattern Recognit. Lingling Zhang, Jun Liu, Minnan Luo, Xiaojun Chang, Qinghua Zheng, Alexander G. Hauptmann
2019	A*	`conf`	Shooter Localization Using Social Media Videos. ACM Multimedia Junwei Liang, Jay D. Aronson, Alexander G. Hauptmann
2019	C	`conf`	Shooter Localization Using Videos in the Wild. CBMI Junwei Liang, Jay D. Aronson, Alexander G. Hauptmann
2019	J	`jnl`	Technical Report of the DAISY System - Shooter Localization, Models, Interface, and Beyond. CoRR Junwei Liang, Jay D. Aronson, Alexander G. Hauptmann
2019	J	`jnl`	The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. CoRR Junwei Liang, Lu Jiang, Kevin P. Murphy, Ting Yu, Alexander G. Hauptmann
2019	—	`conf`	Training-free Monocular 3D Event Detection System for Traffic Surveillance. IEEE BigData Lijun Yu, Peng Chen, Wenhe Liu, Guoliang Kang, Alexander G. Hauptmann
2019	A*	`conf`	Unsupervised Bilingual Lexicon Induction from Mono-Lingual Multimodal Data. AAAI Shizhe Chen, Qin Jin, Alexander G. Hauptmann
2019	J	`jnl`	Unsupervised Bilingual Lexicon Induction from Mono-lingual Multimodal Data. CoRR Shizhe Chen, Qin Jin, Alexander G. Hauptmann
2018	J	`jnl`	A Closer Look at Weak Label Learning for Audio Events. CoRR Ankit Shah, Anurag Kumar, Alexander G. Hauptmann, Bhiksha Raj
2018	J	`jnl`	A unified framework with a benchmark dataset for surveillance event detection. Neurocomputing Zhicheng Zhao, Xuanchong Li, Xingzhong Du, Qi Chen, Yanyun Zhao, Fei Su, Xiaojun Chang, Alexander G. Hauptmann
2018	J	`jnl`	Accident Forecasting in CCTV Traffic Camera Videos. CoRR Ankit Shah, Jean-Baptiste Lamare, Tuan Nguyen Anh, Alexander G. Hauptmann
2018	J	`jnl`	Activity Recognition on a Large Scale in Short Videos - Moments in Time Dataset. CoRR Ankit Shah, Harini Kesavamoorthy, Poorva Rane, Pramati Kalwad, Alexander G. Hauptmann, Florian Metze
2018	A	`conf`	Adaptive Context-aware Reinforced Agent for Handwritten Text Recognition. BMVC Liangke Gui, Xiaodan Liang, Xiaojun Chang, Alexander G. Hauptmann
2018	J	`jnl`	Adaptive Unsupervised Feature Selection With Structure Regularization. IEEE Trans. Neural Networks Learn. Syst. Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2018	J	`jnl`	An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition. IEEE Trans. Cybern. Minnan Luo, Xiaojun Chang, Liqiang Nie, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2018	B	`conf`	CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis. AVSS Ankit Parag Shah, Jean-Baptiste Lamare, Tuan Nguyen-Anh, Alexander G. Hauptmann
2018	B	`conf`	Class-aware Self-Attention for Audio Event Recognition. ICMR Shizhe Chen, Jia Chen, Qin Jin, Alexander G. Hauptmann
2018	A*	`conf`	DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation. CVPR Jiang Liu, Chenqiang Gao, Deyu Meng, Alexander G. Hauptmann
2018	J	`jnl`	Deep feature learning via structured graph Laplacian embedding for person re-identification. Pattern Recognit. De Cheng, Yihong Gong, Xiaojun Chang, Weiwei Shi, Alexander G. Hauptmann, Nanning Zheng
2018	—	`conf`	Distinction of stress and non-stress tasks using facial action units. ICMI (adjunct) Carla Viegas, Shing-Hon Lau, Roy A. Maxion, Alexander G. Hauptmann
2018	J	`jnl`	Few-Shot Text and Image Classification via Analogical Transfer Learning. ACM Trans. Intell. Syst. Technol. Wenhe Liu, Xiaojun Chang, Yan Yan, Yi Yang, Alexander G. Hauptmann
2018	A*	`conf`	Focal Visual-Text Attention for Visual Question Answering. CVPR Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, Alexander G. Hauptmann
2018	J	`jnl`	Focal Visual-Text Attention for Visual Question Answering. CoRR Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, Alexander G. Hauptmann
2018	A*	`conf`	GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning. ACM Multimedia Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann
2018	J	`jnl`	GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning. CoRR Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann
2018	—	`conf`	Hidden Two-Stream Convolutional Networks for Action Recognition. ACCV (3) Yi Zhu, Zhen-Zhong Lan, Shawn D. Newsam, Alexander G. Hauptmann
2018	—	`conf`	Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video. TRECVID Jia Chen, Shizhe Chen, Qin Jin, Alexander G. Hauptmann, Po-Yao Huang, Junwei Liang, Vaibhav, Xiaojun Chang, Jiang Liu, Ting-Yao Hu, Wenhe Liu, Wei Ke, Wayner Barrios, Haroon Idrees, Donghyun Yoo, Yaser Sheikh, Ruslan Salakhutdinov, Kris Kitani, Dong Huang
2018	J	`jnl`	Joint Attributes and Event Analysis for Multimedia Event Detection. IEEE Trans. Neural Networks Learn. Syst. Zhigang Ma, Xiaojun Chang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann
2018	J	`jnl`	Learning Distributional Representation and Set Distance for Multi-shot Person Re-identification. CoRR Ting-Yao Hu, Xiaojun Chang, Alexander G. Hauptmann
2018	J	`jnl`	Learning Sound Events From Webly Labeled Data. CoRR Anurag Kumar, Ankit Shah, Alexander G. Hauptmann, Bhiksha Raj
2018	A*	`conf`	Learning to Transfer: Generalizable Attribute Learning with Multitask Neural Model Search. ACM Multimedia Zhi-Qi Cheng, Xiao Wu, Siyu Huang, Jun-Xiu Li, Alexander G. Hauptmann, Qiang Peng
2018	J	`jnl`	Multimodal Co-Training for Selecting Good Examples from Webly Labeled Video. CoRR Ryota Hinami, Junwei Liang, Shin'ichi Satoh, Alexander G. Hauptmann
2018	B	`conf`	Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis. ICMR Po-Yao Huang, Junwei Liang, Jean-Baptiste Lamare, Alexander G. Hauptmann
2018	—	`conf`	News Recommendation and Filter Bubble. CIKM Workshops Jianan Yao, Alexander G. Hauptmann
2018	—	`conf`	OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. TAC Eduard H. Hovy, Taylor Berg-Kirkpatrick, Jaime G. Carbonell, Hans Chalupsky, Anatole Gershman, Alexander G. Hauptmann, Florian Metze, Teruko Mitamura, Aditi Chaudhary, Xianyang Chen, Bernie Po-Yao Huang, Hector Zhengzhong Liu, Xuezhe Ma, Shruti Palaskar, Dheeraj Rajagopal, Maria Ryskina, Ramon Sanabria
2018	J	`jnl`	Perceiving Physical Equation by Observing Visual Scenarios. CoRR Siyu Huang, Zhi-Qi Cheng, Xi Li, Xiao Wu, Zhongfei Zhang, Alexander G. Hauptmann
2018	—	`conf`	RCAA: Relational Context-Aware Agents for Person Search. ECCV (9) Xiaojun Chang, Po-Yao Huang, Yi-Dong Shen, Xiaodan Liang, Yi Yang, Alexander G. Hauptmann
2018	J	`jnl`	RUC+CMU: System Report for Dense Captioning Events in Videos. CoRR Shizhe Chen, Yuqing Song, Yida Zhao, Jiarong Qiu, Qin Jin, Alexander G. Hauptmann
2018	J	`jnl`	Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance. CoRR Siyu Huang, Xi Li, Zhiqi Cheng, Zhongfei Zhang, Alexander G. Hauptmann
2018	C	`conf`	Towards Independent Stress Detection: A Dependent Model Using Facial Action Units. CBMI Carla Viegas, Shing-Hon Lau, Roy A. Maxion, Alexander G. Hauptmann
2018	B	`conf`	Traffic Danger Recognition With Surveillance Cameras Without Training Data. AVSS Lijun Yu, Dawei Zhang, Xiangqun Chen, Alexander G. Hauptmann
2018	J	`jnl`	Traffic Danger Recognition With Surveillance Cameras Without Training Data. CoRR Lijun Yu, Dawei Zhang, Xiangqun Chen, Alexander G. Hauptmann
2018	—	`ch.`	Video Content Analysis. Encyclopedia of Database Systems (2nd ed.) Alexander G. Hauptmann
2017	A*	`conf`	An Event Reconstruction Tool for Conflict Monitoring Using Social Media. AAAI Junwei Liang, Desai Fan, Han Lu, Poyao Huang, Jia Chen, Lu Jiang, Alexander G. Hauptmann
2017	J	`jnl`	Avoiding Optimal Mean ℓ Neural Comput. Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2017	J	`jnl`	Bi-Level Semantic Representation Analysis for Multimedia Event Detection. IEEE Trans. Cybern. Xiaojun Chang, Zhigang Ma, Yi Yang, Zhiqiang Zeng, Alexander G. Hauptmann
2017	A*	`conf`	Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos. ICCV Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu, Alexander G. Hauptmann
2017	J	`jnl`	DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation. CoRR Jiang Liu, Chenqiang Gao, Deyu Meng, Alexander G. Hauptmann
2017	J	`jnl`	Deep Feature Learning via Structured Graph Laplacian Embedding for Person Re-Identification. CoRR De Cheng, Yihong Gong, Zhihui Li, Weiwei Shi, Alexander G. Hauptmann, Nanning Zheng
2017	—	`conf`	Deep Local Video Feature for Action Recognition. CVPR Workshops Zhen-Zhong Lan, Yi Zhu, Alexander G. Hauptmann, Shawn D. Newsam
2017	J	`jnl`	Deep Local Video Feature for Action Recognition. CoRR Zhen-Zhong Lan, Yi Zhu, Alexander G. Hauptmann
2017	A	`conf`	Delving Deep into Personal Photo and Video Search. WSDM Lu Jiang, Yannis Kalantidis, Liangliang Cao, Sachin Farfade, Jiliang Tang, Alexander G. Hauptmann
2017	A*	`conf`	Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification. IJCAI De Cheng, Xiaojun Chang, Li Liu, Alexander G. Hauptmann, Yihong Gong, Nanning Zheng
2017	J	`jnl`	Efficient human action recognition using histograms of motion gradients and VLAD with descriptor shape information. Multim. Tools Appl. Ionut C. Duta, Jasper R. R. Uijlings, Bogdan Ionescu, Kiyoharu Aizawa, Alexander G. Hauptmann, Nicu Sebe
2017	J	`jnl`	Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection. IEEE Trans. Image Process. Xiaojun Chang, Zhigang Ma, Ming Lin, Yi Yang, Alexander G. Hauptmann
2017	J	`jnl`	Guided Optical Flow Learning. CoRR Yi Zhu, Zhen-Zhong Lan, Shawn D. Newsam, Alexander G. Hauptmann
2017	J	`jnl`	Hidden Two-Stream Convolutional Networks for Action Recognition. CoRR Yi Zhu, Zhen-Zhong Lan, Shawn D. Newsam, Alexander G. Hauptmann
2017	—	`conf`	Informedia @ TRECVID 2017. TRECVID Jia Chen, Junwei Liang, Jiang Liu, Shizhe Chen, Chenqiang Gao, Qin Jin, Alexander G. Hauptmann
2017	B	`conf`	Joint Saliency Estimation and Matching using Image Regions for Geo-Localization of Online Video. ICMR Haoyue Shi, Jia Chen, Alexander G. Hauptmann
2017	A*	`conf`	Knowing Yourself: Improving Video Caption via In-depth Recap. ACM Multimedia Qin Jin, Shizhe Chen, Jia Chen, Alexander G. Hauptmann
2017	B	`conf`	Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data. ICMR Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann
2017	J	`jnl`	MemexQA: Visual Memex Question Answering. CoRR Lu Jiang, Junwei Liang, Liangliang Cao, Yannis Kalantidis, Sachin Farfade, Alexander G. Hauptmann
2017	A*	`conf`	MultiEdTech 2017: 1st International Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training. ACM Multimedia Ansgar Scherp, Vasileios Mezaris, Thomas Köhler, Alexander G. Hauptmann
2017	A*	`conf`	Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling. AAAI Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2017	—	`ed.`	Proceedings of the 2017 ACM Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training, MultiEdTech@MM 2017, Mountain View, CA, USA, October 27, 2017 MultiEdTech@MM Ansgar Scherp, Vasileios Mezaris, Thomas Köhler, Alexander G. Hauptmann
2017	A	`conf`	Rewind to track: Parallelized apprenticeship learning with backward tracklets. ICME Jiang Liu, Jia Chen, De Cheng, Chenqiang Gao, Alexander G. Hauptmann
2017	J	`jnl`	Simple to Complex Cross-modal Learning to Rank. CoRR Minnan Luo, Xiaojun Chang, Yi Yang, Liqiang Nie, Alexander G. Hauptmann, Qinghua Zheng
2017	J	`jnl`	Simple to complex cross-modal learning to rank. Comput. Vis. Image Underst. Minnan Luo, Xiaojun Chang, Zhihui Li, Liqiang Nie, Alexander G. Hauptmann, Qinghua Zheng
2017	Misc	`conf`	Synchronization for multi-perspective videos in the wild. ICASSP Junwei Liang, Poyao Huang, Jia Chen, Alexander G. Hauptmann
2017	Misc	`conf`	Temporal localization of audio events for conflict monitoring in social media. ICASSP Junwei Liang, Lu Jiang, Alexander G. Hauptmann
2017	J	`jnl`	The Many Shades of Negativity. IEEE Trans. Multim. Zhigang Ma, Xiaojun Chang, Yi Yang, Nicu Sebe, Alexander G. Hauptmann
2017	J	`jnl`	Uncovering the Temporal Context for Video Question Answering. Int. J. Comput. Vis. Linchao Zhu, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann
2017	A*	`conf`	Video Captioning with Guidance of Multimodal Latent Topics. ACM Multimedia Shizhe Chen, Jia Chen, Qin Jin, Alexander G. Hauptmann
2017	J	`jnl`	Video Captioning with Guidance of Multimodal Latent Topics. CoRR Shizhe Chen, Jia Chen, Qin Jin, Alexander G. Hauptmann
2017	J	`jnl`	Video Representation Learning and Latent Concept Mining for Large-scale Multi-label Video Classification. CoRR Poyao Huang, Ye Yuan, Zhen-Zhong Lan, Lu Jiang, Alexander G. Hauptmann
2017	—	`conf`	Video Search via Ranking Network with Very Few Query Exemplars. MMM (2) De Cheng, Lu Jiang, Yihong Gong, Nanning Zheng, Alexander G. Hauptmann
2017	A*	`conf`	Visual Memory QA: Your Personal Photo and Video Search Agent. AAAI Lu Jiang, Liangliang Cao, Yannis Kalantidis, Sachin Farfade, Alexander G. Hauptmann
2017	A*	`conf`	Webly-Supervised Learning of Multimodal Video Detectors. AAAI Junwei Liang, Lu Jiang, Alexander G. Hauptmann
2016	A*	`conf`	Avoiding Optimal Mean Robust PCA/2DPCA with Non-greedy ℓ IJCAI Minnan Luo, Feiping Nie, Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Qinghua Zheng
2016	A*	`conf`	Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition. AAAI Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann
2016	A*	`conf`	Describing Videos using Multi-modal Fusion. ACM Multimedia Qin Jin, Jia Chen, Shizhe Chen, Yifan Xiong, Alexander G. Hauptmann
2016	J	`jnl`	Dictionary pruning with visual word significance for medical image retrieval. Neurocomputing Fan Zhang, Yang Song, Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Sonia Pujol, Ron Kikinis, Michael J. Fulham, David Dagan Feng, Mei Chen
2016	A*	`conf`	Dynamic Concept Composition for Zero-Example Event Detection. AAAI Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann
2016	J	`jnl`	Dynamic Concept Composition for Zero-Example Event Detection. CoRR Xiaojun Chang, Yi Yang, Guodong Long, Chengqi Zhang, Alexander G. Hauptmann
2016	J	`jnl`	Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning. CoRR Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann
2016	C	`conf`	Histograms of Motion Gradients for real-time video classification. CBMI Ionut C. Duta, Jasper R. R. Uijlings, Tuan Anh Nguyen, Kiyoharu Aizawa, Alexander G. Hauptmann, Bogdan Ionescu, Nicu Sebe
2016	J	`jnl`	InfAR dataset: Infrared action recognition at different times. Neurocomputing Chenqiang Gao, Yinhe Du, Jiang Liu, Jing Lv, Luyu Yang, Deyu Meng, Alexander G. Hauptmann
2016	—	`conf`	Informedia @ TRECVID 2016. TRECVID Junwei Liang, Jia Chen, Poyao Huang, Xuanchong Li, Lu Jiang, Zhenzhong Lan, Pingbo Pan, Hehe Fan, Qin Jin, Jiande Sun, Yang Chen, Yi Yang, Alexander G. Hauptmann
2016	A*	`conf`	Learning to Detect Concepts from Webly-Labeled Video Data. IJCAI Junwei Liang, Lu Jiang, Deyu Meng, Alexander G. Hauptmann
2016	J	`jnl`	Long-Term Identity-Aware Multi-Person Tracking for Surveillance Video Summarization. CoRR Shoou-I Yu, Yi Yang, Xuanchong Li, Alexander G. Hauptmann
2016	J	`jnl`	Person Re-identification: Past, Present and Future. CoRR Liang Zheng, Yi Yang, Alexander G. Hauptmann
2016	J	`jnl`	Smart computing for large scale visual data sensing and processing. Neurocomputing Lei Zhang, Pinar Duygulu, Wangmeng Zuo, Shiguang Shan, Alexander G. Hauptmann
2016	J	`jnl`	Strategies for Searching Video Content with Text Queries or Video Examples. CoRR Shoou-I Yu, Yi Yang, Zhongwen Xu, Shicheng Xu, Deyu Meng, Zexi Mao, Zhigang Ma, Ming Lin, Xuanchong Li, Huan Li, Zhen-Zhong Lan, Lu Jiang, Alexander G. Hauptmann, Chuang Gan, Xingzhong Du, Xiaojun Chang
2016	J	`jnl`	Text-to-video: a semantic search engine for internet videos. Int. J. Multim. Inf. Retr. Lu Jiang, Shoou-I Yu, Deyu Meng, Teruko Mitamura, Alexander G. Hauptmann
2016	—	`conf`	The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition. CVPR Workshops Zhen-Zhong Lan, Shoou-I Yu, Dezhong Yao, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann
2016	A*	`conf`	The Solution Path Algorithm for Identity-Aware Multi-object Tracking. CVPR Shoou-I Yu, Deyu Meng, Wangmeng Zuo, Alexander G. Hauptmann
2016	—	`conf`	UTS-CMU-D2DCRC Submission at TRECVID 2016 Video Localization. TRECVID Linchao Zhu, Xuanyi Dong, Yi Yang, Alexander G. Hauptmann
2016	A*	`conf`	Which Information Sources are More Effective and Reliable in Video Search. SIGIR Zhiyong Cheng, Xuanchong Li, Jialie Shen, Alexander G. Hauptmann
2015	A*	`conf`	A discriminative CNN video representation for event detection. CVPR Zhongwen Xu, Yi Yang, Alexander G. Hauptmann
2015	A*	`conf`	Beyond Gaussian Pyramid: Multi-skip Feature Stacking for action recognition. CVPR Zhen-Zhong Lan, Ming Lin, Xuanchong Li, Alexander G. Hauptmann, Bhiksha Raj
2015	J	`jnl`	Beyond Spatial Pyramid Matching: Space-time Extended Descriptor for Action Recognition. CoRR Zhen-Zhong Lan, Alexander G. Hauptmann
2015	B	`conf`	Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos. ICMR Lu Jiang, Shoou-I Yu, Deyu Meng, Teruko Mitamura, Alexander G. Hauptmann
2015	—	`conf`	CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED. TRECVID Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann
2015	A*	`conf`	Complex Event Detection via Event Oriented Dictionary Learning. AAAI Yan Yan, Yi Yang, Haoquan Shen, Deyu Meng, Gaowen Liu, Alexander G. Hauptmann, Nicu Sebe
2015	B	`conf`	Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second. ICMR Shoou-I Yu, Lu Jiang, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann
2015	J	`jnl`	Cross-Lingual Cross-Media Content Linking: Annotations and Joint Representations (Dagstuhl Seminar 15201). Dagstuhl Reports Alexander G. Hauptmann, James Hodson, Juanzi Li, Nicu Sebe, Achim Rettinger
2015	A*	`conf`	Density Corrected Sparse Recovery when R.I.P. Condition Is Broken. IJCAI Ming Lin, Zhen-Zhong Lan, Alexander G. Hauptmann
2015	A*	`conf`	DevNet: A Deep Event Network for multimedia event detection and evidence recounting. CVPR Chuang Gan, Naiyan Wang, Yi Yang, Dit-Yan Yeung, Alexander G. Hauptmann
2015	—	`conf`	Early Implementation Experience with Wearable Cognitive Assistance Applications. WearSys@MobiSys Zhuo Chen, Lu Jiang, Wenlu Hu, Kiryong Ha, Brandon Amos, Padmanabhan Pillai, Alexander G. Hauptmann, Mahadev Satyanarayanan
2015	J	`jnl`	Event Oriented Dictionary Learning for Complex Event Detection. IEEE Trans. Image Process. Yan Yan, Yi Yang, Deyu Meng, Gaowen Liu, Wei Tong, Alexander G. Hauptmann, Nicu Sebe
2015	—	`conf`	Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition. ICCV Workshops Mengyi Liu, Xin Liu, Yan Li, Xilin Chen, Alexander G. Hauptmann, Shiguang Shan
2015	A*	`conf`	Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition. AAAI Chuang Gan, Ming Lin, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann
2015	A*	`conf`	Fast and Accurate Content-based Semantic Search in 100M Internet Videos. ACM Multimedia Lu Jiang, Shoou-I Yu, Deyu Meng, Yi Yang, Teruko Mitamura, Alexander G. Hauptmann
2015	J	`jnl`	Handcrafted Local Features are Convolutional Neural Networks. CoRR Zhen-Zhong Lan, Shoou-I Yu, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann
2015	—	`ed.`	Health Monitoring and Personalized Feedback using Multimedia Data Alexia Briassouli, Jenny Benois-Pineau, Alexander G. Hauptmann
2015	A*	`conf`	Image Profiling for History Events on the Fly. ACM Multimedia Jia Chen, Qin Jin, Yong Yu, Alexander G. Hauptmann
2015	J	`jnl`	Improving Human Activity Recognition Through Ranking and Re-ranking. CoRR Zhen-Zhong Lan, Shoou-I Yu, Alexander G. Hauptmann
2015	B	`conf`	Incremental Multimodal Query Construction for Video Search. ICMR Shicheng Xu, Huan Li, Xiaojun Chang, Shoou-I Yu, Xingzhong Du, Xuanchong Li, Lu Jiang, Zexi Mao, Zhen-Zhong Lan, Susanne Burger, Alexander G. Hauptmann
2015	J	`jnl`	Long-short Term Motion Feature for Action Classification and Retrieval. CoRR Zhen-Zhong Lan, Xuanchong Li, Ming Lin, Alexander G. Hauptmann
2015	A	`conf`	Massive Open Online Proctor: Protecting the Credibility of MOOCs certificates. CSCW Xuanchong Li, Kai-min Chang, Yueran Yuan, Alexander G. Hauptmann
2015	—	`ch.`	Monitoring and Coaching the Use of Home Medical Devices. Health Monitoring and Personalized Feedback using Multimedia Data Yang Cai, Yi Yang, Alexander G. Hauptmann, Howard D. Wactlar
2015	J	`jnl`	Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization. Int. J. Comput. Vis. Yi Yang, Zhigang Ma, Feiping Nie, Xiaojun Chang, Alexander G. Hauptmann
2015	J	`jnl`	Multi-view discriminative and structured dictionary learning with group sparsity for human action recognition. Signal Process. Zan Gao, Hua Zhang, Guangping Xu, Yanbin Xue, Alexander G. Hauptmann
2015	—	`ch.`	Overview of Multimedia in Healthcare. Health Monitoring and Personalized Feedback using Multimedia Data Alexia Briassouli, Jenny Benois-Pineau, Alexander G. Hauptmann
2015	B	`ed.`	Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, June 23-26, 2015 ICMR Alexander G. Hauptmann, Chong-Wah Ngo, Xiangyang Xue, Yu-Gang Jiang, Cees Snoek, Nuno Vasconcelos
2015	—	`conf`	Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval. ACALCI Fan Zhang, Yang Song, Tom Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Siqi Liu, David Dagan Feng, Mei Chen
2015	A*	`conf`	Searching Persuasively: Joint Event Detection and Evidence Recounting with Limited Supervision. ACM Multimedia Xiaojun Chang, Yaoliang Yu, Yi Yang, Alexander G. Hauptmann
2015	A*	`conf`	Self-Paced Curriculum Learning. AAAI Lu Jiang, Deyu Meng, Qian Zhao, Shiguang Shan, Alexander G. Hauptmann
2015	A*	`conf`	Self-Paced Learning for Matrix Factorization. AAAI Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann
2015	A*	`conf`	Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection. IJCAI Xiaojun Chang, Yi Yang, Alexander G. Hauptmann, Eric P. Xing, Yaoliang Yu
2015	J	`jnl`	The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition. CoRR Zhen-Zhong Lan, Dezhong Yao, Ming Lin, Shoou-I Yu, Alexander G. Hauptmann
2015	J	`jnl`	Uncovering Temporal Context for Video Question and Answering. CoRR Linchao Zhu, Zhongwen Xu, Yi Yang, Alexander G. Hauptmann
2015	—	`conf`	WARD-CMU @ TRECVID 2015. TRECVID Xingzhong Du, Xuanchong Li, Xiaofang Zhou, Alexander G. Hauptmann
2014	J	`jnl`	A Discriminative CNN Video Representation for Event Detection. CoRR Zhongwen Xu, Yi Yang, Alexander G. Hauptmann
2014	J	`jnl`	Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition. CoRR Zhen-Zhong Lan, Ming Lin, Xuanchong Li, Alexander G. Hauptmann, Bhiksha Raj
2014	J	`jnl`	E-LAMP: integration of innovative ideas for multimedia event detection. Mach. Vis. Appl. Wei Tong, Yi Yang, Lu Jiang, Shoou-I Yu, Zhen-Zhong Lan, Zhigang Ma, Waito Sze, Ehsan Younessian, Alexander G. Hauptmann
2014	A*	`conf`	Easy Samples First: Self-paced Reranking for Zero-Example Multimedia Search. ACM Multimedia Lu Jiang, Deyu Meng, Teruko Mitamura, Alexander G. Hauptmann
2014	J	`jnl`	Enhanced and hierarchical structure algorithm for data imbalance problem in semantic extraction under massive video dataset. Multim. Tools Appl. Zan Gao, Longfei Zhang, Ming-yu Chen, Alexander G. Hauptmann, Hua Zhang, An-Ni Cai
2014	A*	`conf`	Event Detection Using Multi-level Relevance Labels and Multiple Features. CVPR Zhongwen Xu, Ivor W. Tsang, Yi Yang, Zhigang Ma, Alexander G. Hauptmann
2014	—	`conf`	Everything is in the Face? Represent Faces with Object Bank. ACCV Workshops (3) Xin Liu, Shiguang Shan, Shaoxin Li, Alexander G. Hauptmann
2014	J	`jnl`	Harnessing Lab Knowledge for Real-World Action Recognition. Int. J. Comput. Vis. Zhigang Ma, Yi Yang, Feiping Nie, Nicu Sebe, Shuicheng Yan, Alexander G. Hauptmann
2014	—	`conf`	Informedia @ TRECVID 2014. TRECVID Shoou-I Yu, Lu Jiang, Zhongwen Xu, Zhenzhong Lan, Shicheng Xu, Xiaojun Chang, Xuanchong Li, Zexi Mao, Chuang Gan, Yajie Miao, Xingzhong Du, Yang Cai, Lara J. Martin, Nikolas Wolfe, Anurag Kumar, Huan Li, Ming Lin, Zhigang Ma, Yi Yang, Deyu Meng, Shiguang Shan, Pinar Duygulu Sahin, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Teruko Mitamura, Richard M. Stern, Alexander G. Hauptmann, Anil Armagan, Yicheng Zhao
2014	A*	`conf`	Instructional Videos for Unsupervised Harvesting and Learning of Action Examples. ACM Multimedia Shoou-I Yu, Lu Jiang, Alexander G. Hauptmann
2014	B	`conf`	Interactive Surveillance Event Detection through Mid-level Discriminative Representation. ICMR Chenqiang Gao, Deyu Meng, Wei Tong, Yi Yang, Yang Cai, Haoquan Shen, Gaowen Liu, Shicheng Xu, Alexander G. Hauptmann
2014	J	`jnl`	Knowledge Adaptation with PartiallyShared Features for Event DetectionUsing Few Exemplars. IEEE Trans. Pattern Anal. Mach. Intell. Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann
2014	J	`jnl`	Multimedia classification and event detection using double fusion. Multim. Tools Appl. Zhen-Zhong Lan, Lei Bao, Shoou-I Yu, Wei Liu, Alexander G. Hauptmann
2014	A*	`conf`	Multiple Features But Few Labels?: A Symbiotic Solution Exemplified for Video Analysis. ACM Multimedia Zhigang Ma, Yi Yang, Nicu Sebe, Alexander G. Hauptmann
2014	—	`conf`	Resource Constrained Multimedia Event Detection. MMM (1) Zhen-Zhong Lan, Yi Yang, Nicolas Ballas, Shoou-I Yu, Alexander G. Hauptmann
2014	—	`conf`	Self-Paced Learning with Diversity. NIPS Lu Jiang, Deyu Meng, Shoou-I Yu, Zhen-Zhong Lan, Shiguang Shan, Alexander G. Hauptmann
2014	J	`jnl`	Semi-Supervised Multiple Feature Analysis for Action Recognition. IEEE Trans. Multim. Sen Wang, Zhigang Ma, Yi Yang, Xue Li, Chaoyi Pang, Alexander G. Hauptmann
2014	—	`conf`	Snippet Based Trajectory Statistics Histograms for Assistive Technologies. ECCV Workshops (4) Ahmet Iscen, Yijie Wang, Pinar Duygulu, Alexander G. Hauptmann
2014	J	`jnl`	Symbiotic Tracker Ensemble Toward A Unified Tracking Framework. IEEE Trans. Circuits Syst. Video Technol. Yue Gao, Rongrong Ji, Longfei Zhang, Alexander G. Hauptmann
2014	J	`jnl`	Temporal Extension of Scale Pyramid and Spatial Pyramid Matching for Action Recognition. CoRR Zhen-Zhong Lan, Xuanchong Li, Alexander G. Hauptmann
2014	B	`conf`	The Mystery of Faces: Investigating Face Contribution for Multimedia Event Detection. ICMR Gaowen Liu, Yan Yan, Chenqiang Gao, Wei Tong, Alexander G. Hauptmann, Nicu Sebe
2014	B	`conf`	Towards Efficient Learning of Optimal Spatial Bag-of-Words Representations. ICMR Lu Jiang, Wei Tong, Deyu Meng, Alexander G. Hauptmann
2014	—	`conf`	Unsupervised Video Adaptation for Parsing Human Motion. ECCV (5) Haoquan Shen, Shoou-I Yu, Yi Yang, Deyu Meng, Alexander G. Hauptmann
2014	B	`conf`	Viral Video Style: A Closer Look at Viral Videos on YouTube. ICMR Lu Jiang, Yajie Miao, Yi Yang, Zhen-Zhong Lan, Alexander G. Hauptmann
2014	B	`conf`	Zero-Example Event Search using MultiModal Pseudo Relevance Feedback. ICMR Lu Jiang, Teruko Mitamura, Shoou-I Yu, Alexander G. Hauptmann
2013	—	`conf`	A cognitive assistive system for monitoring the use of home medical devices. MIIRH@ACM Multimedia Yang Cai, Yi Yang, Alexander G. Hauptmann, Howard D. Wactlar
2013	A*	`conf`	ACM MM MIIRH 2013: workshop on multimedia indexing and information retrieval for healthcare. ACM Multimedia Jenny Benois-Pineau, Alexia Briassouli, Alexander G. Hauptmann
2013	—	`ed.`	Advances in Multimedia Information Processing - PCM 2013 - 14th Pacific-Rim Conference on Multimedia, Nanjing, China, December 13-16, 2013. Proceedings PCM Benoit Huet, Chong-Wah Ngo, Jinhui Tang, Zhi-Hua Zhou, Alexander G. Hauptmann, Shuicheng Yan
2013	J	`jnl`	Beyond audio and video retrieval: topic-oriented multimedia summarization. Int. J. Multim. Inf. Retr. Florian Metze, Duo Ding, Ehsan Younessian, Alexander G. Hauptmann
2013	A*	`conf`	Complex Event Detection via Multi-source Video Attributes. CVPR Zhigang Ma, Yi Yang, Zhongwen Xu, Shuicheng Yan, Nicu Sebe, Alexander G. Hauptmann
2013	J	`jnl`	Corrigendum to cross-domain video concept detection: A joint discriminative and generative active learning approach [Expert Systems with Applications 39 (15) (2012) 12220-12228]. Expert Syst. Appl. Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong
2013	—	`conf`	Fall detection in multi-camera surveillance videos: experimentations and observations. MIIRH@ACM Multimedia Sen Wang, Zhongwen Xu, Yi Yang, Xue Li, Chaoyi Pang, Alexander G. Hauptmann
2013	J	`jnl`	Feature Selection for Multimedia Analysis by Sharing Information Among Multiple Tasks. IEEE Trans. Multim. Yi Yang, Zhigang Ma, Alexander G. Hauptmann, Nicu Sebe
2013	A*	`conf`	Feature Weighting via Optimal Thresholding for Video Analysis. ICCV Zhongwen Xu, Yi Yang, Ivor W. Tsang, Nicu Sebe, Alexander G. Hauptmann
2013	A*	`conf`	Harry Potter's Marauder's Map: Localizing and Tracking Multiple Persons-of-Interest by Nonnegative Discretization. CVPR Shoou-I Yu, Yi Yang, Alexander G. Hauptmann
2013	A*	`conf`	How Related Exemplars Help Complex Event Detection in Web Videos? ICCV Yi Yang, Zhigang Ma, Zhongwen Xu, Shuicheng Yan, Alexander G. Hauptmann
2013	—	`conf`	Informedia@TRECVID 2013. TRECVID Zhenzhong Lan, Lu Jiang, Shoou-I Yu, Chenqiang Gao, Shourabh Rawat, Yang Cai, Shicheng Xu, Haoquan Shen, Xuanchong Li, Yipei Wang, Waito Sze, Yan Yan, Zhigang Ma, Nicolas Ballas, Deyu Meng, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Alexander G. Hauptmann
2013	J	`jnl`	Infrared Patch-Image Model for Small Target Detection in a Single Image. IEEE Trans. Image Process. Chenqiang Gao, Deyu Meng, Yi Yang, Yongtao Wang, Xiaofang Zhou, Alexander G. Hauptmann
2013	J	`jnl`	Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis. IEEE Trans. Multim. Yi Yang, Jingkuan Song, Zi Huang, Zhigang Ma, Nicu Sebe, Alexander G. Hauptmann
2013	—	`conf`	Multi-camera Egocentric Activity Detection for Personal Assistant. MMM (2) Longfei Zhang, Yue Gao, Wei Tong, Gangyi Ding, Alexander G. Hauptmann
2013	J	`jnl`	Multimedia Event Detection Using A Classifier-Specific Intermediate Representation. IEEE Trans. Multim. Zhigang Ma, Yi Yang, Nicu Sebe, Kai Zheng, Alexander G. Hauptmann
2013	—	`ed.`	Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, MIIRH@ACM Multimedia 2013, Barcelona, Spain, October 22, 2013 MIIRH@ACM Multimedia Alexia Briassouli, Jenny Benois-Pineau, Alexander G. Hauptmann
2013	A*	`conf`	Space-Time Robust Representation for Action Recognition. ICCV Nicolas Ballas, Yi Yang, Zhen-Zhong Lan, Bertrand Delezoide, Françoise J. Prêteux, Alexander G. Hauptmann
2013	A*	`conf`	Spatio-temporal fisher vector coding for surveillance event detection. ACM Multimedia Qiang Chen, Yang Cai, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti
2013	J	`jnl`	The Future of Multimedia Analysis and Mining: Visions from the Shonan Meeting. IEEE Multim. Nozha Boujemaa, Alexander G. Hauptmann, Shin'ichi Satoh
2013	J	`jnl`	The co-attention model for tiny activity analysis. Neurocomputing Longfei Zhang, Ziyu Guan, Alexander G. Hauptmann
2013	J	`jnl`	Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation. Comput. Vis. Image Underst. Xiaochun Cao, Xingxing Wei, Yahong Han, Yi Yang, Nicu Sebe, Alexander G. Hauptmann
2013	A*	`conf`	We are not equally negative: fine-grained labeling for multimedia event detection. ACM Multimedia Zhigang Ma, Yi Yang, Zhongwen Xu, Nicu Sebe, Alexander G. Hauptmann
2012	J	`jnl`	A Framework for Classifier Adaptation for Large-Scale Multimedia Data. Proc. IEEE Jun Yang, Wei Tong, Alexander G. Hauptmann
2012	A*	`conf`	Action recognition by exploring data distribution and feature correlation. CVPR Sen Wang, Yi Yang, Zhigang Ma, Xue Li, Chaoyi Pang, Alexander G. Hauptmann
2012	A	`conf`	Activity Recognition from RGB-D Camera with 3D Local Spatio-temporal Features. ICME Yue Ming, Qiuqi Ruan, Alexander G. Hauptmann
2012	B	`ed.`	Advances in Multimedia Modeling - 18th International Conference, MMM 2012, Klagenfurt, Austria, January 4-6, 2012. Proceedings MMM Klaus Schoeffmann, Bernard Mérialdo, Alexander G. Hauptmann, Chong-Wah Ngo, Yiannis Andreopoulos, Christian Breiteneder
2012	B	`conf`	Beyond audio and video retrieval: towards multimedia summarization. ICMR Duo Ding, Florian Metze, Shourabh Rawat, Peter Franz Schulam, Susanne Burger, Ehsan Younessian, Lei Bao, Michael G. Christel, Alexander G. Hauptmann
2012	B	`conf`	Classifier-specific intermediate representation for multimedia tasks. ICMR Zhigang Ma, Alexander G. Hauptmann, Yi Yang, Nicu Sebe
2012	B	`conf`	Constrained keypoint quantization: towards better bag-of-words model for large-scale multimedia retrieval. ICMR Yang Cai, Wei Tong, Linjun Yang, Alexander G. Hauptmann
2012	J	`jnl`	Cross-domain video concept detection: A joint discriminative and generative active learning approach. Expert Syst. Appl. Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong
2012	J	`jnl`	Discriminating Joint Feature Analysis for Multimedia Data Understanding. IEEE Trans. Multim. Zhigang Ma, Feiping Nie, Yi Yang, Jasper R. R. Uijlings, Nicu Sebe, Alexander G. Hauptmann
2012	B	`conf`	Double Fusion for Multimedia Event Detection. MMM Zhen-Zhong Lan, Lei Bao, Shoou-I Yu, Wei Liu, Alexander G. Hauptmann
2012	—	`conf`	Human action recognition using a Markovian conditional exponential model. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems Atulya Velivelli, Alexander G. Hauptmann
2012	—	`conf`	Informedia @TRECVID 2012. TRECVID Shoou-I Yu, Zhongwen Xu, Duo Ding, Waito Sze, Francisco Vicente, Zhenzhong Lan, Yang Cai, Shourabh Rawat, Peter F. Schulam, Nisarga Markandaiah, Sohail Bahmani, Antonio Juárez, Wei Tong, Yi Yang, Susanne Burger, Florian Metze, Rita Singh, Bhiksha Raj, Richard M. Stern, Teruko Mitamura, Eric Nyberg, Lu Jiang, Qiang Chen, Lisa M. Brown, Ankur Datta, Quanfu Fan, Rogério Schmidt Feris, Shuicheng Yan, Alexander G. Hauptmann, Sharath Pankanti
2012	A*	`conf`	Knowledge adaptation for ad hoc multimedia event detection with few exemplars. ACM Multimedia Zhigang Ma, Yi Yang, Yang Cai, Nicu Sebe, Alexander G. Hauptmann
2012	J	`jnl`	Large-Scale Multimedia Data Collections. IEEE Multim. Benoit Huet, Tat-Seng Chua, Alexander G. Hauptmann
2012	C	`conf`	Learning to predict health status of geriatric patients from observational data. CIBCB Yi Yang, Alexander G. Hauptmann, Ming-yu Chen, Yang Cai, Ashok Bharucha, Howard D. Wactlar
2012	A*	`conf`	Leveraging high-level and low-level features for multimedia event detection. ACM Multimedia Lu Jiang, Alexander G. Hauptmann, Guang Xiang
2012	J	`jnl`	Mining Associated Text and Images with Dual-Wing Harmoniums CoRR Eric P. Xing, Rong Yan, Alexander G. Hauptmann
2012	B	`conf`	Multimodal knowledge-based analysis in multimedia event detection. ICMR Ehsan Younessian, Teruko Mitamura, Alexander G. Hauptmann
2012	—	`conf`	SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting. TRECVID Hui Cheng, Jingen Liu, Saad Ali, Omar Javed, Qian Yu, Amir Tamrakar, Ajay Divakaran, Harpreet S. Sawhney, R. Manmatha, James Allan, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Afshin Dehghan, Gerald Friedland, Benjamin Elizalde, Trevor Darrell, Michael Witbrock, Jon Curtis
2012	J	`jnl`	Societally connected multimedia across cultures. J. Zhejiang Univ. Sci. C Zhongfei Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang, Noshir S. Contractor, Alexander G. Hauptmann, Alejandro Jaimes, Wanqing Li, Alexander C. Loui, Tao Mei, Nicu Sebe, Yonghong Tian, Vincent S. Tseng, Qing Wang, Changsheng Xu, Huimin Yu, Shiwen Yu
2012	J	`jnl`	Spline Regression Hashing for Fast Image Search. IEEE Trans. Image Process. Yang Liu, Fei Wu, Yi Yang, Yueting Zhuang, Alexander G. Hauptmann
2012	B	`conf`	Symbiotic Black-Box Tracker. MMM Longfei Zhang, Yue Gao, Alexander G. Hauptmann, Rongrong Ji, Gangyi Ding, Boaz J. Super
2012	J	`jnl`	The Future of Multimedia Analysis and Mining (NII Shonan Meeting 2012-9). NII Shonan Meet. Rep. Nozha Boujemaa, Alexander G. Hauptmann, Shin'ichi Satoh
2012	J	`jnl`	Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding. IEEE Trans. Image Process. Yi Yang, Fei Wu, Feiping Nie, Heng Tao Shen, Yueting Zhuang, Alexander G. Hauptmann
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	—	`conf`	Informedia@TRECVID 2011: Surveillance Event Detection. TRECVID Lei Bao, Longfei Zhang, Shoou-I Yu, Zhen-Zhong Lan, Lu Jiang, Arnold Overwijk, Qin Jin, Shohei Takahashi, Brian Langner, Yuanpeng Li, Michael Garbus, Susanne Burger, Florian Metze, Alexander G. Hauptmann
2011	B	`conf`	People detection based on appearance and motion models. AVSS Álvaro García-Martín, Alexander G. Hauptmann, José M. Martínez
2011	—	`conf`	Team SRI-Sarnoff's AURORA System @ TRECVID 2011. TRECVID Hui Cheng, Amir Tamrakar, Saad Ali, Qian Yu, Omar Javed, Jingen Liu, Ajay Divakaran, Harpreet S. Sawhney, Alexander G. Hauptmann, Mubarak Shah, Subhabrata Bhattacharya, Michael Witbrock, Jon Curtis, Gerald Friedland, Robert Mertens, Trevor Darrell, R. Manmatha, James Allan
2010	J	`jnl`	A Multi-Pronged Approach to Improving Semantic Extraction of News Video. J. Signal Process. Syst. Alexander G. Hauptmann, Ming-yu Chen, Michael G. Christel, Wei-Hao Lin, Jie Yang
2010	A*	`conf`	ACM international workshop on very-large-scale multimedia corpus, mining and retrieval (VLS-MCMR'10). ACM Multimedia Benoit Huet, Tat-Seng Chua, Alexander G. Hauptmann
2010	—	`conf`	Comparing Evaluation Protocols on the KTH Dataset. HBU Zan Gao, Ming-yu Chen, Alexander G. Hauptmann, Anni Cai
2010	—	`conf`	Controlling your TV with gestures. Multimedia Information Retrieval Ming-yu Chen, Lily B. Mummert, Padmanabhan Pillai, Alexander G. Hauptmann, Rahul Sukthankar
2010	A*	`conf`	Explicit and implicit concept-based video retrieval with bipartite graph propagation model. ACM Multimedia Lei Bao, Juan Cao, Yongdong Zhang, Jintao Li, Ming-yu Chen, Alexander G. Hauptmann
2010	A	`conf`	Exploiting multi-level parallelism for low-latency activity recognition in streaming video. MMSys Ming-yu Chen, Lily B. Mummert, Padmanabhan Pillai, Alexander G. Hauptmann, Rahul Sukthankar
2010	A*	`conf`	Hybrid active learning for cross-domain video concept detection. ACM Multimedia Huan Li, Yuan Shi, Ming-yu Chen, Alexander G. Hauptmann, Zhang Xiong
2010	—	`conf`	Informedia @ TRECVID2010. TRECVID Huan Li, Lei Bao, Zan Gao, Arnold Overwijk, Wei Liu, Longfei Zhang, Shoou-I Yu, Ming-yu Chen, Florian Metze, Alexander G. Hauptmann
2010	—	`conf`	Joint-AL: Joint Discriminative and Generative Active Learning for Cross-Domain Semantic Concept Classification. ICSC Huan Li, Yuan Shi, Ming-yu Chen, Alexander G. Hauptmann, Zhang Xiong
2010	—	`conf`	Multi-camera Monitoring of Infusion Pump Use. ICSC Zan Gao, Ming-yu Chen, Marcin Detyniecki, Wen Wu, Alexander G. Hauptmann, Howard D. Wactlar, Anni Cai
2010	J	`jnl`	Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study. IEEE Trans. Multim. Yu-Gang Jiang, Jun Yang, Chong-Wah Ngo, Alexander G. Hauptmann
2010	J	`jnl`	The Application of Spatio-temporal Feature and Multi-Sensor in Home Medical Devices. J. Digit. Content Technol. its Appl. Zan Gao, Marcin Detyniecki, Ming-yu Chen, Alexander G. Hauptmann, Howard D. Wactlar, Anni Cai
2009	A*	`conf`	ACM SIGMM the first workshop on web-scale multimedia corpus (WSMC09). ACM Multimedia Benoit Huet, Jinhui Tang, Alexander G. Hauptmann
2009	—	`conf`	Action recognition via local descriptors and holistic features. CVPR Workshops Xinghua Sun, Ming-yu Chen, Alexander G. Hauptmann
2009	A*	`conf`	Identifying news videos' ideological perspectives using emphatic patterns of visual concepts. ACM Multimedia Wei-Hao Lin, Alexander G. Hauptmann
2009	—	`conf`	Informedia @ TRECVID2009: Analyzing Video Motions. TRECVID Ming-yu Chen, Alexander G. Hauptmann, Huan Li
2009	J	`jnl`	Real-Time Near-Duplicate Elimination for Web Video Search With Content and Context. IEEE Trans. Multim. Xiao Wu, Chong-Wah Ngo, Alexander G. Hauptmann, Hung-Khoon Tan
2009	—	`ch.`	Video Content Analysis. Encyclopedia of Database Systems Alexander G. Hauptmann
2008	—	`conf`	(Un)Reliability of video concept detection. CIVR Jun Yang, Alexander G. Hauptmann
2008	—	`conf`	A Joint Topic and Perspective Model for Ideological Discourse. ECML/PKDD (2) Wei-Hao Lin, Eric P. Xing, Alexander G. Hauptmann
2008	—	`conf`	A framework for classifier adaptation and its applications in concept detection. Multimedia Information Retrieval Jun Yang, Alexander G. Hauptmann
2008	—	`conf`	Do These News Videos Portray a News Event from Different Ideological Perspectives?. ICSC Wei-Hao Lin, Alexander G. Hauptmann
2008	—	`conf`	Efficient search: the informedia video retrieval system. CIVR Alexander G. Hauptmann, Jonathan J. Wang, Wei-Hao Lin, Jun Yang, Michael G. Christel
2008	—	`conf`	Exploring the utility of fast-forward surrogates for bbc rushes. TVS Michael G. Christel, Alexander G. Hauptmann, Wei-Hao Lin, Ming-yu Chen, Jun Yang, Bryan Maher, Robert V. Baron
2008	—	`conf`	Identifying Ideological Perspectives of Web Videos Using Folksonomies. AAAI Fall Symposium: Multimedia Information Extraction Wei-Hao Lin, Alexander G. Hauptmann
2008	—	`conf`	Informedia @ TRECVID2008: Exploring New Frontiers. TRECVID Alexander G. Hauptmann, Robert V. Baron, Ming-yu Chen, Michael G. Christel, Wei-Hao Lin, Xinghua Sun, Víctor Valdés, Jun Yang, Lily B. Mummert, Steven W. Schlosser
2008	J	`jnl`	Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news. Comput. Vis. Image Underst. Xiao Wu, Alexander G. Hauptmann, Chong-Wah Ngo
2008	—	`conf`	Multimedia Information Extraction Roadmap. AAAI Fall Symposium: Multimedia Information Extraction Alexander G. Hauptmann
2008	J	`jnl`	Multimodal News Story Clustering With Pairwise Visual Near-Duplicate Constraint. IEEE Trans. Multim. Xiao Wu, Chong-Wah Ngo, Alexander G. Hauptmann
2008	—	`ed.`	Semantic Multimedia, Third International Conference on Semantic and Digital Media Technologies, SAMT 2008, Koblenz, Germany, December 3-5, 2008. Proceedings SAMT David J. Duke, Lynda Hardman, Alexander G. Hauptmann, Dietrich Paulus, Steffen Staab
2008	—	`conf`	The Aware Community. FGCN (2) Howard D. Wactlar, Robert Walters, John Bertoty, Alexander G. Hauptmann
2008	J	`jnl`	VideOlympics: Real-Time Evaluation of Multimedia Retrieval Systems. IEEE Multim. Cees G. M. Snoek, Marcel Worring, Ork de Rooij, Koen E. A. van de Sande, Rong Yan, Alexander G. Hauptmann
2008	J	`jnl`	Video Retrieval Based on Semantic Concepts. Proc. IEEE Alexander G. Hauptmann, Michael G. Christel, Rong Yan
2008	B	`conf`	Vox Populi Annotation: Measuring Intensity of Ideological Perspectives by Aggregating Group Judgments. LREC Wei-Hao Lin, Alexander G. Hauptmann
2007	—	`conf`	A Hybrid Approach to Improving Semantic Extraction of News Video. ICSC Alexander G. Hauptmann, Ming-yu Chen, Michael G. Christel, Wei-Hao Lin, Jun Yang
2007	J	`jnl`	A review of text and image retrieval approaches for broadcast news video. Inf. Retr. Rong Yan, Alexander G. Hauptmann
2007	—	`conf`	Adapting SVM Classifiers to Data with Shifted Distributions. ICDM Workshops Jun Yang, Rong Yan, Alexander G. Hauptmann
2007	J	`jnl`	Can High-Level Concepts Fill the Semantic Gap in Video Retrieval? A Case Study With Broadcast News. IEEE Trans. Multim. Alexander G. Hauptmann, Rong Yan, Wei-Hao Lin, Michael G. Christel, Howard D. Wactlar
2007	—	`conf`	Clever clustering vs. simple speed-up for summarizing rushes. TVS Alexander G. Hauptmann, Michael G. Christel, Wei-Hao Lin, Bryan Maher, Jun Yang, Robert V. Baron, Guang Xiang
2007	A*	`conf`	Cross-domain video concept detection using adaptive svms. ACM Multimedia Jun Yang, Rong Yan, Alexander G. Hauptmann
2007	—	`conf`	Discriminative Fields for Modeling Semantic Concepts in Video. RIAO Ming-yu Chen, Alexander G. Hauptmann
2007	—	`conf`	Evaluating bag-of-visual-words representations in scene classification. Multimedia Information Retrieval Jun Yang, Yu-Gang Jiang, Alexander G. Hauptmann, Chong-Wah Ngo
2007	—	`conf`	Exploring Concept Selection Strategies for Interactive Video Search. ICSC Michael G. Christel, Alexander G. Hauptmann
2007	A	`conf`	Harmonium Models for Semantic Video Representation and Classification. SDM Jun Yang, Yan Liu, Eric P. Xing, Alexander G. Hauptmann
2007	—	`conf`	How many high-level concepts will fill the semantic gap in news video retrieval? CIVR Alexander G. Hauptmann, Rong Yan, Wei-Hao Lin
2007	A*	`conf`	Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts. ACM Multimedia Xiao Wu, Alexander G. Hauptmann, Chong-Wah Ngo
2007	A*	`conf`	Practical elimination of near-duplicates from web video search. ACM Multimedia Xiao Wu, Alexander G. Hauptmann, Chong-Wah Ngo
2007	A	`conf`	Query expansion using probabilistic local feedback with application to multimedia retrieval. CIKM Rong Yan, Alexander G. Hauptmann
2007	—	`conf`	Summarizing BBC Rushes the Informedia Way. TRECVID Alexander G. Hauptmann, Michael G. Christel, Wei-Hao Lin, Bryan Maher, Jun Yang, Robert V. Baron, Guang Xiang
2007	A	`conf`	Undirected Graphical Models for Video Analysis and Classification. ICME Yan Liu, Jun Yang, Alexander G. Hauptmann
2006	A*	`conf`	3WNews: who, where, and when in news video. ACM Multimedia Jun Yang, Alexander G. Hauptmann
2006	J	`jnl`	A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification. IEEE Trans. Pattern Anal. Mach. Intell. Rong Yan, Jian Zhang, Jie Yang, Alexander G. Hauptmann
2006	—	`conf`	Annotating News Video with Locations. CIVR Jun Yang, Alexander G. Hauptmann
2006	A*	`conf`	Are These Documents Written from Different Perspectives? A Test of Different Perspectives Based on Statistical Distribution Divergence. ACL Wei-Hao Lin, Alexander G. Hauptmann
2006	—	`conf`	Diversity in multimedia information retrieval research. Multimedia Information Retrieval James Ze Wang, Nozha Boujemaa, Alberto Del Bimbo, Donald Geman, Alexander G. Hauptmann, Jelena Tesic
2006	—	`conf`	Efficient Margin-Based Rank Learning Algorithms for Information Retrieval. CIVR Rong Yan, Alexander G. Hauptmann
2006	—	`conf`	Exploring temporal consistency for video analysis and retrieval. Multimedia Information Retrieval Jun Yang, Alexander G. Hauptmann
2006	—	`conf`	Exploring the Synergy of Humans and Machines in Extreme Video Retrieval. CIVR Alexander G. Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, Robert V. Baron, Ming-yu Chen, Sean Gilroy, Michael D. Gordon
2006	A*	`conf`	Extreme video retrieval: joint maximization of human and computer performance. ACM Multimedia Alexander G. Hauptmann, Wei-Hao Lin, Rong Yan, Jun Yang, Ming-yu Chen
2006	A	`conf`	Label Disambiguation and Sequence Modeling for Identifying Human Activities from Wearable Physiological Sensors. ICME Wei-Hao Lin, Alexander G. Hauptmann
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`	Learning rich semantics from news video archives by style analysis. ACM Trans. Multim. Comput. Commun. Appl. Cees Snoek, Marcel Worring, Alexander G. Hauptmann
2006	A	`conf`	Mining Relationship Between Video Concepts using Probabilistic Graphical Models. ICME Rong Yan, Ming-yu Chen, Alexander G. Hauptmann
2006	—	`conf`	Multi-Lingual Broadcast News Retrieval. TRECVID Alexander G. Hauptmann, Ming-yu Chen, Michael G. Christel, D. Das, Wei-Hao Lin, Rong Yan, Jie Yang, Gerhard Backfried, Xiao Wu
2006	A*	`conf`	Probabilistic latent query analysis for combining multiple retrieval sources. SIGIR Rong Yan, Alexander G. Hauptmann
2006	B	`conf`	Which Side are You on? Identifying Perspectives at the Document and Sentence Levels. CoNLL Wei-Hao Lin, Theresa Wilson, Janyce Wiebe, Alexander G. Hauptmann
2006	A	`conf`	Which Thousand Words are Worth a Picture? Experiments on Video Retrieval using a Thousand Concepts. ICME Wei-Hao Lin, Alexander G. Hauptmann
2005	—	`conf`	Assessing Effectiveness in Video Retrieval. CIVR Alexander G. Hauptmann, Wei-Hao Lin
2005	—	`conf`	CMU Informedia's TRECVID 2005 Skirmishes. TRECVID Alexander G. Hauptmann, Robert V. Baron, Michael G. Christel, R. Concescu, Jiang Gao, Qin Jin, Wei-Hao Lin, J.-Y. Pan, Scott M. Stevens, Rong Yan, Jun Yang, Y. Zhang
2005	—	`conf`	Lessons for the Future from a Decade of Informedia Video Analysis Research. CIVR Alexander G. Hauptmann
2005	A	`conf`	Mining Associated Text and Images with Dual-Wing Harmoniums. UAI Eric P. Xing, Rong Yan, Alexander G. Hauptmann
2005	—	`conf`	Multi-modal analysis for person type classification in news video. Storage and Retrieval Methods and Applications for Multimedia Jun Yang, Alexander G. Hauptmann
2005	J	`jnl`	Multimedia information retrieval: workshop report. SIGIR Forum Raghavan Manmatha, Stefan M. Rüger, Alexander G. Hauptmann
2005	A*	`conf`	Multiple instance learning for labeling faces in broadcasting news video. ACM Multimedia Jun Yang, Rong Yan, Alexander G. Hauptmann
2005	A*	`conf`	Putting active learning into multimedia applications: dynamic definition and refinement of concept classifiers. ACM Multimedia Ming-yu Chen, Michael G. Christel, Alexander G. Hauptmann, Howard D. Wactlar
2005	A*	`conf`	Revisiting the effect of topic set size on retrieval error. SIGIR Wei-Hao Lin, Alexander G. Hauptmann
2005	—	`conf`	The Use and Utility of High-Level Semantic Features in Video Retrieval. CIVR Michael G. Christel, Alexander G. Hauptmann
2004	—	`conf`	A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification. CVPR (2) Rong Yan, Jian Zhang, Jie Yang, Alexander G. Hauptmann
2004	—	`conf`	Articulated Motion Modeling for Activity Analysis. CVPR Workshops Jiang Gao, Robert T. Collins, Alexander G. Hauptmann, Howard D. Wactlar
2004	J	`jnl`	Automated Analysis of Nursing Home Observations. IEEE Pervasive Comput. Alexander G. Hauptmann, Jiang Gao, Rong Yan, Yanjun Qi, Jie Yang, Howard D. Wactlar
2004	—	`conf`	Co-retrieval: A Boosted Reranking Approach for Video Retrieval. CIVR Rong Yan, Alexander G. Hauptmann
2004	—	`conf`	Combining Motion Segmentation with Tracking for Activity Analysis. FGR Jiang Gao, Alexander G. Hauptmann, Howard D. Wactlar
2004	A	`conf`	Comparison and combination of two novel commercial detection methods. ICME Pinar Duygulu, Ming-yu Chen, Alexander G. Hauptmann
2004	—	`conf`	Confounded Expectations: Informedia at TRECVID 2004. TRECVID Alexander G. Hauptmann, Ming-yu Chen, Michael G. Christel, C. Huang, Wei-Hao Lin, Tobun D. Ng, Norman Papernick, A. Velivelli, Jie Yang, Rong Yan, H. Yang, Howard D. Wactlar
2004	A	`conf`	Detection of TV news monologues by style analysis. ICME Cees Snoek, Marcel Worring, Alexander G. Hauptmann
2004	—	`conf`	Dining Activity Analysis Using a Hidden Markov Model. ICPR (2) Jiang Gao, Alexander G. Hauptmann, Ashok Bharucha, Howard D. Wactlar
2004	—	`conf`	Finding Person X: Correlating Names with Visual Appearances. CIVR Jun Yang, Ming-yu Chen, Alexander G. Hauptmann
2004	A*	`conf`	Learning query-class dependent weights in automatic video retrieval. ACM Multimedia Rong Yan, Jun Yang, Alexander G. Hauptmann
2004	A	`conf`	Merging rank lists from multiple sources in video classification. ICME Wei-Hao Lin, Alexander G. Hauptmann
2004	A	`conf`	Modeling timing features in broadcast news video classification. ICME Wei-Hao Lin, Alexander G. Hauptmann
2004	A	`conf`	Multi-class active learning for video semantic feature extraction. ICME Rong Yan, Alexander G. Hauptmann
2004	—	`conf`	Multi-modal classification in digital news libraries. JCDL Ming-yu Chen, Alexander G. Hauptmann
2004	A*	`conf`	Naming every individual in news video monologues. ACM Multimedia Jun Yang, Alexander G. Hauptmann
2004	—	`ed.`	Proceedings MDDE '04, 4th International Workshop on Multimedia Data and Document Engineering, Washington, DC, USA, July 2nd 2004 MDDE Sadiye Guler, Alexander G. Hauptmann, Andreas Henrich
2004	—	`conf`	Searching for a specific person in broadcast news video. ICASSP (3) Ming-yu Chen, Alexander G. Hauptmann
2004	A*	`conf`	Successful approaches in the TREC video retrieval evaluations. ACM Multimedia Alexander G. Hauptmann, Michael G. Christel
2004	—	`conf`	Towards a Large Scale Concept Ontology for Broadcast Video. CIVR Alexander G. Hauptmann
2004	A	`conf`	Towards robust face recognition from multiple views. ICME Ming-yu Chen, Alexander G. Hauptmann
2004	—	`conf`	Video grammar for locating named people. JCDL Jun Yang, Alexander G. Hauptmann
2004	—	`conf`	What's News, What's Not? Associating News Videos with Words. CIVR Pinar Duygulu, Alexander G. Hauptmann
2003	A*	`conf`	A Faster Iterative Scaling Algorithm for Conditional Exponential Model. ICML Rong Jin, Rong Yan, Jian Zhang, Alexander G. Hauptmann
2003	A*	`conf`	Automatically Labeling Video Data Using Multi-class Active Learning. ICCV Rong Yan, Jie Yang, Alexander G. Hauptmann
2003	—	`conf`	Constant Density Displays Using Diversity Sampling. INFOVIS Mark Derthick, Michael G. Christel, Alexander G. Hauptmann, Howard D. Wactlar
2003	—	`conf`	Information retrieval for OCR documents: a content-based probabilistic correction model. DRR Rong Jin, ChengXiang Zhai, Alexander G. Hauptmann
2003	—	`conf`	Informedia at TRECVID 2003 : Analyzing and Searching Broadcast News Video. TRECVID Alexander G. Hauptmann, Robert V. Baron, Ming-yu Chen, Michael G. Christel, Pinar Duygulu, C. Huang, Rong Jin, Wei-Hao Lin, Tobun D. Ng, Neema Moraveji, Norman Papernick, Cees G. M. Snoek, G. Tzanetakis, Jie Yang, Rong Yan, Howard D. Wactlar
2003	A	`conf`	Learning to identify video shots with people based on face detection. ICME Rong Jin, Alexander G. Hauptmann
2003	A*	`conf`	Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization. ICML Jian Zhang, Rong Jin, Yiming Yang, Alexander G. Hauptmann
2003	—	`conf`	Multimedia Search with Pseudo-relevance Feedback. CIVR Rong Yan, Alexander G. Hauptmann, Rong Jin
2003	A*	`conf`	Negative pseudo-relevance feedback in content-based video retrieval. ACM Multimedia Rong Yan, Alexander G. Hauptmann, Rong Jin
2003	—	`conf`	On predicting rare classes with SVM ensembles in scene classification. ICASSP (3) Rong Yan, Yan Liu, Rong Jin, Alexander G. Hauptmann
2003	A	`conf`	Supervised classification for video shot segmentation. ICME Yanjun Qi, Alexander G. Hauptmann, Ting Liu
2003	A*	`conf`	The combination limit in multimedia retrieval. ACM Multimedia Rong Yan, Alexander G. Hauptmann
2003	—	`conf`	Video retrieval using speech and image information. Storage and Retrieval for Media Databases Alexander G. Hauptmann, Rong Jin, Tobun Dorbin Ng
2003	—	`conf`	Web Image Retrieval Re-Ranking with Relevance Model. Web Intelligence Wei-Hao Lin, Rong Jin, Alexander G. Hauptmann
2002	B	`conf`	A New Probabilistic Model for Title Generation. COLING Rong Jin, Alexander G. Hauptmann
2002	—	`conf`	A Probabilistic Model for Camera Zoom Detection. ICPR (3) Rong Jin, Yanjun Qi, Alexander G. Hauptmann
2002	—	`conf`	A wearable digital library of personal conversations. JCDL Wei-Hao Lin, Alexander G. Hauptmann
2002	A*	`conf`	Collages as dynamic summaries for news video. ACM Multimedia Michael G. Christel, Alexander G. Hauptmann, Howard D. Wactlar, Tobun D. Ng
2002	A*	`conf`	Language model for IR using collection information. SIGIR Rong Jin, Luo Si, Alexander G. Hauptmann, James P. Callan
2002	—	`conf`	Meta-Classification of Multimedia Classifiers. KDMCD Wei-Hao Lin, Rong Jin, Alexander G. Hauptmann
2002	—	`conf`	Meta-classification: Combining Multimodal Classifiers. MDM/KDD-PAKDD/KDMCD (Revised Papers) Wei-Hao Lin, Alexander G. Hauptmann
2002	—	`conf`	Multi-modal information retrieval from broadcast video using OCR and speech recognition. JCDL Alexander G. Hauptmann, Rong Jin, Tobun D. Ng
2002	A*	`conf`	News video classification using SVM-based multimodal classifiers and combination strategies. ACM Multimedia Wei-Hao Lin, Alexander G. Hauptmann
2002	—	`conf`	The TREC2001 Video Track: Information Retrieval on Digital Video Information. ECDL Alan F. Smeaton, Paul Over, Cash Costello, Arjen P. de Vries, David S. Doermann, Alexander G. Hauptmann, Mark E. Rorvig, John R. Smith, Lide Wu
2002	A*	`conf`	Title language model for information retrieval. SIGIR Rong Jin, Alexander G. Hauptmann, ChengXiang Zhai
2002	—	`conf`	Using a probabilistic source model for comparing images. ICIP (3) Rong Jin, Alexander G. Hauptmann
2002	—	`conf`	Video Classification and Retrieval with the Informedia Digital Video Library System. TREC Alexander G. Hauptmann, Rong Yan, Yanjun Qi, Rong Jin, Michael G. Christel, Mark Derthick, Ming-yu Chen, Robert V. Baron, Wei-Hao Lin, Tobun D. Ng
2002	—	`conf`	Video retrieval with multiple image search strategies. JCDL Alexander G. Hauptmann, Michael G. Christel, Norman Papernick
2002	—	`conf`	Video-cuebik: adapting image search to video shots. JCDL Alexander G. Hauptmann, Norman Papernick
2001	—	`conf`	Automatic Title Generation for Spoken Broadcast News. HLT Rong Jin, Alexander G. Hauptmann
2001	—	`conf`	Demonstration of hierarchical document clustering of digital library retrieval results. JCDL Christopher R. Palmer, J. Pesenti, Raúl E. Valdés-Pérez, Michael G. Christel, Alexander G. Hauptmann, Tobun Dorbin Ng, Howard D. Wactlar
2001	A*	`conf`	Learning to Select Good Title Words: An New Approach based on Reverse Information Retrieval. ICML Rong Jin, Alexander G. Hauptmann
2001	A*	`conf`	Meta-scoring: Automatically Evaluating Term Weighting Schemes in IR without Precision-Recall. SIGIR Rong Jin, Christos Falusos, Alexander G. Hauptmann
2001	C	`conf`	Title Generation Using a Training Corpus. CICLing Rong Jin, Alexander G. Hauptmann
2001	A*	`conf`	Title Generation for Machine-Translated Documents. IJCAI Rong Jin, Alexander G. Hauptmann
2001	—	`conf`	Video Retrieval with the Informedia Digital Video Library System. TREC Alexander G. Hauptmann, Rong Jin, Norman Papernick, Tobun Dorbin Ng, Yanjun Qi, Ricky Houghton, Sue Thornton
2000	—	`conf`	Automatic title generation for EM. ACM DL Paul E. Kennedy, Alexander G. Hauptmann
2000	J	`jnl`	Complementary Video and Audio Analysis for Broadcast News Archives. Commun. ACM Howard D. Wactlar, Alexander G. Hauptmann, Michael G. Christel, Ricky Houghton, Andreas M. Olligschlaeger
2000	—	`conf`	Data Analysis for a Multimedia Library. ELSNET Summer School Alexander G. Hauptmann, Rong Jin, Howard D. Wactlar
2000	A	`conf`	Title generation for spoken broadcast news using a training corpus. INTERSPEECH Rong Jin, Alexander G. Hauptmann
1999	—	`conf`	Adjustable Filmstrips and Skims as Abstractions for a Digital Video Library. ADL Michael G. Christel, Alexander G. Hauptmann, Adrienne Warmack, Scott A. Crosby
1999	—	`conf`	CMU Spoken Document Retrieval in Trec-8: Analysis of the role of Term Frequency TF. TREC Matthew Siegler, Rong Jin, Alexander G. Hauptmann
1999	J	`jnl`	Guest Editor's Introduction: Integrating and Using Large Databases of Text, Images, Video, and Audio. IEEE Intell. Syst. Alexander G. Hauptmann
1999	—	`conf`	Improving Acoustic Models with Captioned Multimedia Speech. ICMCS, Vol. 2 Photina Jaeyun Jang, Alexander G. Hauptmann
1999	J	`jnl`	Informedia Experience-on-Demand: Capturing, Integrating and Communicating Experiences across People, Time and Space. ACM Comput. Surv. Howard D. Wactlar, Michael G. Christel, Alexander G. Hauptmann, Yihong Gong
1999	—	`conf`	Laughter extracted from television closed captions as speech recognizer training data. EUROSPEECH Paul E. Kennedy, Alexander G. Hauptmann
1999	J	`jnl`	Learning to Recognize Speech by Watching Television. IEEE Intell. Syst. Photina Jaeyun Jang, Alexander G. Hauptmann
1999	J	`jnl`	Lessons Learned from Building a Terabyte Digital Video Library. Computer Howard D. Wactlar, Michael G. Christel, Yihong Gong, Alexander G. Hauptmann
1999	—	`conf`	Selection for acoustic coverage from unlimited speech extracted from closed-captioned TV. EUROSPEECH Photina Jaeyun Jang, Alexander G. Hauptmann
1998	—	`conf`	Experiments in Spoken Document Retrieval at CMU. TREC Matthew Siegler, Adam L. Berger, Michael J. Witbrock, Alexander G. Hauptmann
1998	—	`conf`	Hierarchical cluster language modeling with statistical rule extraction for rescoring n-best hypotheses during speech decoding. ICSLP Photina Jaeyun Jang, Alexander G. Hauptmann
1998	J	`jnl`	Speech Recognition for a Digital Video Library. J. Am. Soc. Inf. Sci. Michael J. Witbrock, Alexander G. Hauptmann
1998	—	`conf`	Story Segmentation and Detection of Commercials in Broadcast News Video. ADL Alexander G. Hauptmann, Michael J. Witbrock
1998	—	`conf`	Topic Labeling of Broadcast News Stories in the Informedia Digital Video Library. ACM DL Alexander G. Hauptmann, Danny Lee
1997	—	`conf`	Artificial Intelligence Techniques in the Interface to a Digital Video Library. CHI Extended Abstracts Alexander G. Hauptmann, Michael J. Witbrock, Michael G. Christel
1997	—	`conf`	Experiments in Spoken Document Retrieval at CMU. TREC Matthew Siegler, Michael J. Witbrock, Seán Slattery, Kristie Seymore, R. E. Jones, Alexander G. Hauptmann
1997	Misc	`conf`	Indexing and search of multimodal information. ICASSP Alexander G. Hauptmann, Howard D. Wactlar
1997	—	`conf`	Using Words and Phonetic Strings for Efficient Information Retrieval from Imperfectly Transcribed Spoken Documents. ACM DL Michael J. Witbrock, Alexander G. Hauptmann
1995	A*	`conf`	Demonstration of a Reading Coach that Listens. ACM Symposium on User Interface Software and Technology Jack Mostow, Alexander G. Hauptmann, Steven F. Roth
1995	J	`jnl`	News-on-Demand: An Application of Informedia® Technology. D Lib Mag. Alexander G. Hauptmann, Michael J. Witbrock, Michael G. Christel
1995	A*	`conf`	Speech for Multimedia Information Retrieval. ACM Symposium on User Interface Software and Technology Alexander G. Hauptmann, Michael J. Witbrock, Alexander I. Rudnicky
1995	B	`conf`	Speech recognition in the Informedia Digital Video Library: uses and limitations. ICTAI Alexander G. Hauptmann
1994	A*	`conf`	A Prototype Reading Coach that Listens. AAAI Jack Mostow, Steven F. Roth, Alexander G. Hauptmann, Matthew Kane
1994	—	`conf`	A Prototype Reading Coach that Listens: Summary of Project LISTEN. HLT Alexander G. Hauptmann, Jack Mostow, Steven F. Roth, Matthew Kane, Adam Swift
1994	A*	`conf`	A Reading Coach that Listens: (Edited) Video Transcript. AAAI Jack Mostow, Alexander G. Hauptmann, Steven F. Roth, Matthew Kane, Adam Swift, Lin Lawrence Chase, Bob Weide
1994	J	`jnl`	Survey of Current Speech Technology. Commun. ACM Alexander I. Rudnicky, Alexander G. Hauptmann, Kai-Fu Lee
1993	J	`jnl`	Gestures with Speech for Graphic Manipulation. Int. J. Man Mach. Stud. Alexander G. Hauptmann, Paul McAvinney
1993	—	`conf`	SPEAKEZ: a first experiment in concatenation synthesis from a large corpus. EUROSPEECH Alexander G. Hauptmann
1993	—	`conf`	Speech recognition applied to reading assistance for children: a baseline language model. EUROSPEECH Alexander G. Hauptmann, Lin Lawrence Chase, Jack Mostow
1993	A*	`conf`	Towards a Reading Coach that Listens: Automated Detection of Oral Reading Errors. AAAI Jack Mostow, Alexander G. Hauptmann, Lin Lawrence Chase, Steven F. Roth
1991	A*	`conf`	From Syntax to Meaning in Natural Language Processing. AAAI Alexander G. Hauptmann
1991	Misc	`conf`	JANUS: a speech-to-speech translation system using connectionist and symbolic processing strategies. ICASSP Alex Waibel, Ajay N. Jain, Arthur E. McNair, Hiroaki Saito, Alexander G. Hauptmann, Joe Tebelskis
1991	A*	`conf`	Models for evaluating interaction protocols in speech recognition. CHI Alexander I. Rudnicky, Alexander G. Hauptmann
1990	—	`conf`	A Comparison of Speech and Typed Input. HLT Alexander G. Hauptmann, Alexander I. Rudnicky
1989	J	`jnl`	High Level Knowledge Sources in Usable Speech Recognition Systems. Commun. ACM Sheryl R. Young, Alexander G. Hauptmann, Wayne H. Ward, Edward T. Smith, Philip Werner
1989	A*	`conf`	Layering Predictions: Flexible Use of Dialog Expectation in Speech Recognition. IJCAI Sheryl R. Young, Wayne H. Ward, Alexander G. Hauptmann
1989	A*	`conf`	Speech and gestures for graphic image manipulation. CHI Alexander G. Hauptmann
1988	Misc	`conf`	Parsing spoken phrases despite missing words. ICASSP Wayne H. Ward, Alexander G. Hauptmann, Richard M. Stern, Thomas Chanak
1988	J	`jnl`	Talking to Computers: An Empirical Investigation. Int. J. Man Mach. Stud. Alexander G. Hauptmann, Alexander I. Rudnicky
1988	A*	`conf`	Using Dialog-Level Knowledge Sources to Improve Speech Recognition. AAAI Alexander G. Hauptmann, Sheryl R. Young, Wayne H. Ward
1987	Misc	`conf`	Sentence parsing with weak grammatical constraints. ICASSP Richard M. Stern, Wayne H. Ward, Alexander G. Hauptmann, Juan Leon
1986	Misc	`conf`	On quick word spotting techniques. ICASSP Sei-ichi Nakagawa, Alexander G. Hauptmann, Masaru Tomita
1986	B	`conf`	Parsing Spoken Language: A Semantic Caseframe Approach. COLING Philip J. Hayes, Alexander G. Hauptmann, Jaime G. Carbonell, Masaru Tomita