Winston H. Hsu

279 papers A* 69A 21B 8C 3Misc 20Journal 107Unranked 51

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Affordance-Guided Coarse-to-Fine Exploration for Base Placement in Open-Vocabulary Mobile Manipulation. AAAI Tzu-Jung Lin, Jia-Fong Yeh, Hung-Ting Su, Chung-Yi Lin, Yi-Ting Chen, Winston H. Hsu
2025	J	`jnl`	Affordance-Guided Coarse-to-Fine Exploration for Base Placement in Open-Vocabulary Mobile Manipulation. CoRR Tzu-Jung Lin, Jia-Fong Yeh, Hung-Ting Su, Chung-Yi Lin, Yi-Ting Chen, Winston H. Hsu
2025	—	`conf`	Attention Tracker: Detecting Prompt Injection Attacks in LLMs. NAACL (Findings) Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat, I-Hsin Chung, Winston H. Hsu, Pin-Yu Chen
2025	A*	`conf`	Improving Generalization Ability for 3D Object Detection by Learning Sparsity-Invariant Features. ICRA Hsin-Cheng Lu, Chung-Yi Lin, Winston H. Hsu
2025	J	`jnl`	Improving Generalization Ability for 3D Object Detection by Learning Sparsity-invariant Features. CoRR Hsin-Cheng Lu, Chung-Yi Lin, Winston H. Hsu
2025	J	`jnl`	Leveraging Content and Context Cues for Low-Light Image Enhancement. IEEE Trans. Multim. Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu
2025	A*	`conf`	MovieCORE: COgnitive REasoning in Movies. EMNLP Gueter Josmy Faure, Min-Hung Chen, Jia-Fong Yeh, Ying Cheng, Hung-Ting Su, Yung-Hao Tang, Shang-Hong Lai, Winston H. Hsu
2025	J	`jnl`	MovieCORE: COgnitive REasoning in Movies. CoRR Gueter Josmy Faure, Min-Hung Chen, Jia-Fong Yeh, Ying Cheng, Hung-Ting Su, Yung-Hao Tang, Shang-Hong Lai, Winston H. Hsu
2025	A*	`conf`	VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation. ICLR Kuo-Han Hung, Pang-Chi Lo, Jia-Fong Yeh, Han-Yuan Hsu, Yi-Ting Chen, Winston H. Hsu
2024	A*	`conf`	AED: Adaptable Error Detection for Few-shot Imitation Policy. NeurIPS Jia-Fong Yeh, Kuo-Han Hung, Pang-Chi Lo, Chi-Ming Chung, Tsung-Han Wu, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu
2024	J	`jnl`	AED: Adaptable Error Detection for Few-shot Imitation Policy. CoRR Jia-Fong Yeh, Kuo-Han Hung, Pang-Chi Lo, Chi-Ming Chung, Tsung-Han Wu, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu
2024	J	`jnl`	Attention Tracker: Detecting Prompt Injection Attacks in LLMs. CoRR Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat, I-Hsin Chung, Winston H. Hsu, Pin-Yu Chen
2024	J	`jnl`	Bridging Episodes and Semantics: A Novel Framework for Long-Form Video Understanding. CoRR Gueter Josmy Faure, Jia-Fong Yeh, Min-Hung Chen, Hung-Ting Su, Winston H. Hsu, Shang-Hong Lai
2024	Misc	`conf`	Context-Aware Replanning with Pre-Explored Semantic Map for Object Navigation. CoRL Po-Chen Ko, Hung-Ting Su, CY Chen, Jia-Fong Yeh, Min Sun, Winston H. Hsu
2024	J	`jnl`	Context-Aware Replanning with Pre-explored Semantic Map for Object Navigation. CoRR Hung-Ting Su, Ching-Yuan Chen, Po-Chen Ko, Jia-Fong Yeh, Min Sun, Winston H. Hsu
2024	Misc	`conf`	Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection. CoRL Huang-Yu Chen, Jia-Fong Yeh, Jiawe Jiawei, Pin-Hsuan Peng, Winston H. Hsu
2024	J	`jnl`	Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection. CoRR Huang-Yu Chen, Jia-Fong Yeh, Jia-Wei Liao, Pin-Hsuan Peng, Winston H. Hsu
2024	A*	`conf`	Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach. IJCAI ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu
2024	J	`jnl`	Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach. CoRR ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu
2024	J	`jnl`	Investigating Video Reasoning Capability of Large Language Models with Tropes in Movies. CoRR Hung-Ting Su, Chun-Tong Chao, Ya-Ching Hsu, Xudong Lin, Yulei Niu, Hung-yi Lee, Winston H. Hsu
2024	J	`jnl`	Leveraging Content and Context Cues for Low-Light Image Enhancement. CoRR Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu
2024	J	`jnl`	Revisiting Semi-supervised Adversarial Robustness via Noise-aware Online Robust Distillation. CoRR Tsung-Han Wu, Hung-Ting Su, Shang-Tse Chen, Winston H. Hsu
2024	J	`jnl`	Shared-unique Features and Task-aware Prioritized Sampling on Multi-task Reinforcement Learning. CoRR Po-Shao Lin, Jia-Fong Yeh, Yi-Ting Chen, Winston H. Hsu
2024	—	`conf`	Tel2Veh: Fusion of Telecom Data and Vehicle Flow to Predict Camera-Free Traffic via a Spatio-Temporal Framework. WWW (Companion Volume) ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu
2024	J	`jnl`	Tel2Veh: Fusion of Telecom Data and Vehicle Flow to Predict Camera-Free Traffic via a Spatio-Temporal Framework. CoRR ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu
2024	A*	`conf`	TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling. AAAI ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu
2024	J	`jnl`	TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling. CoRR ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu
2024	—	`conf`	Tracking-Assisted Object Detection with Event Cameras. ECCV Workshops (24) Ting-Kang Yen, Igor Morawski, Shusil Dangi, Kai He, Chung-Yi Lin, Jia-Fong Yeh, Hung-Ting Su, Winston H. Hsu
2024	J	`jnl`	Tracking-Assisted Object Detection with Event Cameras. CoRR Ting-Kang Yen, Igor Morawski, Shusil Dangi, Kai He, Chung-Yi Lin, Jia-Fong Yeh, Hung-Ting Su, Winston H. Hsu
2024	—	`conf`	Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement. CVPR Workshops Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu
2024	J	`jnl`	Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement. CoRR Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu
2024	—	`conf`	Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses. EMNLP (Findings) Hung-Ting Su, Ya-Ching Hsu, Xudong Lin, Xiang Qian Shi, Yulei Niu, Han-Yuan Hsu, Hung-yi Lee, Winston H. Hsu
2024	J	`jnl`	Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses. CoRR Hung-Ting Su, Ya-Ching Hsu, Xudong Lin, Xiang Qian Shi, Yulei Niu, Han-Yuan Hsu, Hung-yi Lee, Winston H. Hsu
2024	J	`jnl`	VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-horizon Manipulation. CoRR Kuo-Han Hung, Pang-Chi Lo, Jia-Fong Yeh, Han-Yuan Hsu, Yi-Ting Chen, Winston H. Hsu
2024	A*	`conf`	WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection. ICRA Tsung-Lin Tsou, Tsung-Han Wu, Winston H. Hsu
2023	Misc	`conf`	BIRD-PCC: Bi-Directional Range Image-Based Deep Lidar Point Cloud Compression. ICASSP Chia-Sheng Liu, Jia-Fong Yeh, Hao Hsu, Hung-Ting Su, Ming-Sui Lee, Winston H. Hsu
2023	J	`jnl`	BIRD-PCC: Bi-directional Range Image-based Deep LiDAR Point Cloud Compression. CoRR Chia-Sheng Liu, Jia-Fong Yeh, Hao Hsu, Hung-Ting Su, Ming-Sui Lee, Winston H. Hsu
2023	A*	`conf`	CFVS: Coarse-to-Fine Visual Servoing for 6-DoF Object-Agnostic Peg-In-Hole Assembly. ICRA Bo-Siang Lu, Tung-I Chen, Hsin-Ying Lee, Winston H. Hsu
2023	A	`conf`	CTCam: Enhancing Transportation Evaluation through Fusion of Cellular Traffic and Camera-Based Vehicle Flows. CIKM ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu
2023	A*	`conf`	Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations. ICRA Cheng-Wei Lin, Tung-I Chen, Hsin-Ying Lee, Wen-Chin Chen, Winston H. Hsu
2023	A*	`conf`	CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection. ICRA Ching-Yu Tseng, Yi-Rong Chen, Hsin-Ying Lee, Tsung-Han Wu, Wen-Chin Chen, Winston H. Hsu
2023	J	`jnl`	Dual-Awareness Attention for Few-Shot Object Detection. IEEE Trans. Multim. Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu
2023	—	`conf`	Fair Robust Active Learning by Joint Inconsistency. ICCV (Workshops) Tsung-Han Wu, Hung-Ting Su, Shang-Tse Chen, Winston H. Hsu
2023	—	`conf`	Geographical Cellular Traffic Prediction with Multivariate Spatio-Temporal Modeling. STRL@IJCAI ChungYi Lin, Shen-Lung Tung, Winston H. Hsu
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	J	`jnl`	MiniSUPERB: Lightweight Benchmark for Self-supervised Speech Models. CoRR Yu-Hsiang Wang, Huang-Yu Chen, Kai-Wei Chang, Winston H. Hsu, Hung-yi Lee
2023	C	`conf`	Minisuperb: Lightweight Benchmark for Self-Supervised Speech Models. ASRU Yu-Hsiang Wang, Huang-Yu Chen, Kai-Wei Chang, Winston H. Hsu, Hung-yi Lee
2023	J	`jnl`	MuRAL: Multi-Scale Region-based Active Learning for Object Detection. CoRR Yi-Syuan Liou, Tsung-Han Wu, Jia-Fong Yeh, Wen-Chin Chen, Winston H. Hsu
2023	A*	`conf`	Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping. ICRA Chi-Ming Chung, Yang-Che Tseng, Ya-Ching Hsu, Xiang Qian Shi, Yun-Hung Hua, Jia-Fong Yeh, Wen-Chin Chen, Yi-Ting Chen, Winston H. Hsu
2023	—	`conf`	Pay Attention to Multi-Channel for Improving Graph Neural Networks. Tiny Papers @ ICLR ChungYi Lin, Shen-Lung Tung, Winston H. Hsu
2023	Misc	`conf`	Revisiting Depth-guided Methods for Monocular 3D Object Detection by Hierarchical Balanced Depth. CoRL Yi-Rong Chen, Ching-Yu Tseng, Yi-Syuan Liou, Tsung-Han Wu, Winston H. Hsu
2023	A	`conf`	STAMINA (Spatial-Temporal Aligned Meteorological INformation Attention) and FPL (Focal Precip Loss): Advancements in Precipitation Nowcasting for Heavy Rainfall Events. CIKM Ping-Chia Huang, Yueh-Li Chen, Yi-Syuan Liou, Bing-Chen Tsai, Chun-Chieh Wu, Winston H. Hsu
2023	—	`conf`	Self-Training with High-Dimensional Markers for Cell Instance Segmentation. ISBI Kuang-Cheng Lo, Cheng-Wei Lin, Hsin-Ying Lee, Hao Hsu, Winston H. Hsu, Tung-Hung Su, Shih-Yu Chen, Yung-Ming Jeng
2023	J	`jnl`	Unsupervised Adversarial Detection without Extra Model: Training Loss Should Change. CoRR Chien Cheng Chyou, Hung-Ting Su, Winston H. Hsu
2023	J	`jnl`	WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection. CoRR Tsung-Lin Tsou, Tsung-Han Wu, Winston H. Hsu
2022	—	`conf`	$\mathrm {D^2ADA}$: Dynamic Density-Aware Active Domain Adaptation for Semantic Segmentation. ECCV (29) Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Kuan-Chih Huang, Winston H. Hsu
2022	J	`jnl`	ADeADA: Adaptive Density-aware Active Domain Adaptation for Semantic Segmentation. CoRR Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Winston H. Hsu
2022	J	`jnl`	CFVS: Coarse-to-Fine Visual Servoing for 6-DoF Object-Agnostic Peg-In-Hole Assembly. CoRR Bo-Siang Lu, Tung-I Chen, Hsin-Ying Lee, Winston H. Hsu
2022	J	`jnl`	Coarse-to-Fine Point Cloud Registration with SE(3)-Equivariant Representations. CoRR Cheng-Wei Lin, Tung-I Chen, Hsin-Ying Lee, Wen-Chin Chen, Winston H. Hsu
2022	J	`jnl`	CrossDTR: Cross-view and Depth-guided Transformers for 3D Object Detection. CoRR Ching-Yu Tseng, Yi-Rong Chen, Hsin-Ying Lee, Tsung-Han Wu, Wen-Chin Chen, Winston H. Hsu
2022	J	`jnl`	Fair Robust Active Learning by Joint Inconsistency. CoRR Tsung-Han Wu, Shang-Tse Chen, Winston H. Hsu
2022	A	`conf`	Free-form 3D Scene Inpainting with Dual-stream GAN. BMVC Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
2022	J	`jnl`	Free-form 3D Scene Inpainting with Dual-stream GAN. CoRR Ru-Fen Jheng, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
2022	—	`conf`	GenISP: Neural ISP for Low-Light Machine Cognition. CVPR Workshops Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu
2022	J	`jnl`	GenISP: Neural ISP for Low-Light Machine Cognition. CoRR Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu
2022	A	`conf`	Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling. BMVC Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
2022	J	`jnl`	Learning Fine-Grained Visual Understanding for Video Question Answering via Decoupling Spatial-Temporal Modeling. CoRR Hsin-Ying Lee, Hung-Ting Su, Bing-Chen Tsai, Tsung-Han Wu, Jia-Fong Yeh, Winston H. Hsu
2022	J	`jnl`	Lung-Originated Tumor Segmentation from Computed Tomography Scan (LOTUS) Benchmark. CoRR Parnian Afshar, Arash Mohammadi, Konstantinos N. Plataniotis, Keyvan Farahani, Justin S. Kirby, Anastasia Oikonomou, Amir Asif, Leonard Wee, Andre Dekker, Xin Wu, Mohammad Ariful Haque, Shahruk Hossain, Md. Kamrul Hasan, Uday Kamal, Winston H. Hsu, Jhih-Yuan Lin, M. Sohel Rahman, Nabil Ibtehaz, Sh. M. Amir Foisol, Kin-Man Lam, Zhong Guang, Runze Zhang, Sumohana S. Channappayya, Shashank Gupta, Chander Dev
2022	A*	`conf`	MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer. CVPR Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
2022	J	`jnl`	MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer. CoRR Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
2022	J	`jnl`	Orbeez-SLAM: A Real-time Monocular Visual SLAM with ORB Features and NeRF-realized Mapping. CoRR Chi-Ming Chung, Yang-Che Tseng, Ya-Ching Hsu, Xiang Qian Shi, Yun-Hung Hua, Jia-Fong Yeh, Wen-Chin Chen, Yi-Ting Chen, Winston H. Hsu
2022	J	`jnl`	Raw Image Deblurring. IEEE Trans. Multim. Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu
2022	B	`conf`	SeqDNet: Improving Missing Value by Sequential Depth Network. ICIP Hao Hsu, Hung-Ting Su, Jia-Fong Yeh, Chi-Ming Chung, Winston H. Hsu
2022	A*	`conf`	Stage Conscious Attention Network (SCAN): A Demonstration-Conditioned Policy for Few-Shot Imitation. AAAI Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu
2021	J	`jnl`	3rd Place Solution for NeurIPS 2021 Shifts Challenge: Vehicle Motion Prediction. CoRR Ching-Yu Tseng, Po-Shao Lin, Yu-Jia Liou, Kuan-Chih Huang, Winston H. Hsu
2021	J	`jnl`	Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data. CoRR Guan-Rong Lu, Yueh-Cheng Liu, Tung-I Chen, Hung-Ting Su, Tsung-Han Wu, Winston H. Hsu
2021	A	`conf`	Class-agnostic Few-shot Object Counting. WACV Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen
2021	J	`jnl`	End-to-End Video Question-Answer Generation With Generator-Pretester Network. IEEE Trans. Circuits Syst. Video Technol. Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng, Winston H. Hsu
2021	J	`jnl`	End-to-End Video Question-Answer Generation with Generator-Pretester Network. CoRR Hung-Ting Su, Chen-Hsi Chang, Po-Wei Shen, Yu-Siang Wang, Ya-Liang Chang, Yu-Cheng Chang, Pu-Jen Cheng, Winston H. Hsu
2021	J	`jnl`	Learn from the past - sequentially one-to-one video deblurring network. J. Vis. Commun. Image Represent. Chih-Hung Liang, Hung-Ting Su, Winston H. Hsu
2021	J	`jnl`	Learning from 2D: Pixel-to-Point Knowledge Transfer for 3D Pretraining. CoRR Yueh-Cheng Liu, Yu-Kai Huang, HungYueh Chiang, Hung-Ting Su, Zhe Yu Liu, Chin-Tang Chen, Ching-Yu Tseng, Winston H. Hsu
2021	A	`conf`	Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation. BMVC Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu
2021	J	`jnl`	Multi-Stream Attention Learning for Monocular Vehicle Velocity and Inter-Vehicle Distance Estimation. CoRR Kuan-Chih Huang, Yu-Kai Huang, Winston H. Hsu
2021	A	`conf`	Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic. CIKM Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu
2021	J	`jnl`	Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic. CoRR Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung, Winston H. Hsu
2021	A	`conf`	NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset. BMVC Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu
2021	J	`jnl`	NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset. CoRR Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Winston H. Hsu
2021	—	`conf`	OCID-Ref: A 3D Robotic Dataset With Embodied Language For Clutter Scene Grounding. NAACL-HLT Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen
2021	J	`jnl`	OCID-Ref: A 3D Robotic Dataset with Embodied Language for Clutter Scene Grounding. CoRR Ke-Jyun Wang, Yun-Hsuan Liu, Hung-Ting Su, Jen-Wei Wang, Yu-Siang Wang, Winston H. Hsu, Wen-Chin Chen
2021	A	`conf`	ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception. IROS Tung-I Chen, Jen-Wei Wang, Winston H. Hsu
2021	J	`jnl`	ODIP: Towards Automatic Adaptation for Object Detection by Interactive Perception. CoRR Tung-I Chen, Jen-Wei Wang, Winston H. Hsu
2021	A*	`conf`	ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation. ICCV Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu
2021	J	`jnl`	ReDAL: Region-based and Diversity-aware Active Learning for Point Cloud Semantic Segmentation. CoRR Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu
2021	Misc	`conf`	Role Aware Multi-Party Dialogue Question Answering. ICASSP Jui-Heng Hsu, Po-Wei Shen, Hung-Ting Su, Chen-Hsi Chang, Jia-Fong Yeh, Winston H. Hsu
2021	J	`jnl`	S CoRR Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu
2021	A*	`conf`	S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation. CVPR Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu
2021	J	`jnl`	Should I Look at the Head or the Tail? Dual-awareness Attention for Few-Shot Object Detection. CoRR Tung-I Chen, Yueh-Cheng Liu, Hung-Ting Su, Yu-Cheng Chang, Yu-Hsiang Lin, Jia-Fong Yeh, Winston H. Hsu
2021	A*	`conf`	Situation and Behavior Understanding by Trope Detection on Films. WWW Chen-Hsi Chang, Hung-Ting Su, Juiheng Hsu, Yu-Siang Wang, Yu-Cheng Chang, Zhe Yu Liu, Ya-Liang Chang, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu
2021	J	`jnl`	Situation and Behavior Understanding by Trope Detection on Films. CoRR Chen-Hsi Chang, Hung-Ting Su, Juiheng Hsu, Yu-Siang Wang, Yu-Cheng Chang, Zhe Yu Liu, Ya-Liang Chang, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu
2021	J	`jnl`	Stage Conscious Attention Network (SCAN) : A Demonstration-Conditioned Policy for Few-Shot Imitation. CoRR Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu
2021	A	`conf`	TrUMAn: Trope Understanding in Movies and Animations. CIKM Hung-Ting Su, Po-Wei Shen, Bing-Chen Tsai, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu
2021	J	`jnl`	TrUMAn: Trope Understanding in Movies and Animations. CoRR Hung-Ting Su, Po-Wei Shen, Bing-Chen Tsai, Wen-Feng Cheng, Ke-Jyun Wang, Winston H. Hsu
2021	J	`jnl`	xCos: An Explainable Cosine Metric for Face Verification Task. ACM Trans. Multim. Comput. Commun. Appl. Yu-Sheng Lin, Zhe Yu Liu, Yu-An Chen, Yu-Siang Wang, Ya-Liang Chang, Winston H. Hsu
2020	J	`jnl`	A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection. CoRR Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu, Jen-Wei Wang, Ya-Liang Chang, Hung-Ting Su, Winston H. Hsu
2020	J	`jnl`	Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos. IEEE Trans. Multim. Sebastian Agethen, Winston H. Hsu
2020	—	`conf`	Efficient and Phase-Aware Video Super-Resolution for Cardiac MRI. MICCAI (4) Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu
2020	J	`jnl`	Efficient and Phase-aware Video Super-resolution for Cardiac MRI. CoRR Jhih-Yuan Lin, Yu-Cheng Chang, Winston H. Hsu
2020	J	`jnl`	Expanding Sparse Guidance for Stereo Matching. CoRR Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu
2020	Misc	`conf`	GDN: A Coarse-To-Fine (C2F) Representation for End-To-End 6-DoF Grasp Detection. CoRL Kuang-Yu Jeng, Yueh-Cheng Liu, Zhe Yu Liu, Jen-Wei Wang, Ya-Liang Chang, Hung-Ting Su, Winston H. Hsu
2020	J	`jnl`	Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning. CoRR Jia-Fong Yeh, Hsin-Ying Lee, Bing-Chen Tsai, Yi-Rong Chen, Ping-Chia Huang, Winston H. Hsu
2020	J	`jnl`	Raw Image Deblurring. CoRR Chih-Hung Liang, Yu-An Chen, Yueh-Cheng Liu, Winston H. Hsu
2020	Misc	`conf`	Video Question Generation via Semantic Rich Cross-Modal Self-Attention Networks Learning. ICASSP Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Zhe Yu Liu, Winston H. Hsu
2020	J	`jnl`	xCos: An Explainable Cosine Metric for Face Verification Task. CoRR Yu-Sheng Lin, Zhe Yu Liu, Yu-An Chen, Yu-Siang Wang, Hsin-Ying Lee, Yi-Rong Chen, Ya-Liang Chang, Winston H. Hsu
2019	—	`conf`	A Unified Point-Based Framework for 3D Segmentation. 3DV HungYueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu
2019	J	`jnl`	A Unified Point-Based Framework for 3D Segmentation. CoRR HungYueh Chiang, Yen-Liang Lin, Yueh-Cheng Liu, Winston H. Hsu
2019	—	`conf`	Anticipation of Human Actions With Pose-Based Fine-Grained Representations. CVPR Workshops Sebastian Agethen, Hu-Cheng Lee, Winston H. Hsu
2019	Misc	`conf`	Audio Feature Generation for Missing Modality Problem in Video Action Recognition. ICASSP Hu-Cheng Lee, Chih-Yu Lin, Pin-Chun Hsu, Winston H. Hsu
2019	—	`conf`	DECCNet: Depth Enhanced Crowd Counting. ICCV Workshops Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen
2019	J	`jnl`	Deep Long Audio Inpainting. CoRR Ya-Liang Chang, Kuan-Ying Lee, Po-Yu Wu, Hung-yi Lee, Winston H. Hsu
2019	J	`jnl`	Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos. CoRR Sebastian Agethen, Winston H. Hsu
2019	J	`jnl`	FishNet: A Camera Localizer using Deep Recurrent Networks. CoRR Hsin-I Chen, Sebastian Agethen, Chia-Min Wu, Winston H. Hsu, Bing-Yu Chen
2019	A*	`conf`	Free-Form Video Inpainting With 3D Gated Convolution and Temporal PatchGAN. ICCV Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
2019	J	`jnl`	Free-form Video Inpainting with 3D Gated Convolution and Temporal PatchGAN. CoRR Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
2019	—	`conf`	Indoor Depth Completion with Boundary Consistency and Self-Attention. ICCV Workshops Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu
2019	J	`jnl`	Indoor Depth Completion with Boundary Consistency and Self-Attention. CoRR Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu
2019	J	`jnl`	Learnable Gated Temporal Shift Module for Deep Video Inpainting. CoRR Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
2019	A	`conf`	Learnable Gated Temporal Shift Module for Free-form Video Inpainting. BMVC Ya-Liang Chang, Zhe Yu Liu, Kuan-Ying Lee, Winston H. Hsu
2019	A*	`conf`	Learning from 3D (Point Cloud) Data. ACM Multimedia Winston H. Hsu
2019	J	`jnl`	Organ At Risk Segmentation with Multiple Modality. CoRR Kuan-Lun Tseng, Winston H. Hsu, Chun-Ting Wu, Ya-Fang Shih, Fan-Yun Sun
2019	Misc	`conf`	Saliency Aware: Weakly Supervised Object Localization. ICASSP Yun-Chun Chen, Winston H. Hsu
2019	—	`conf`	VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal. CVPR Workshops Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu
2019	J	`jnl`	VORNet: Spatio-temporally Consistent Video Inpainting for Object Removal. CoRR Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu
2019	J	`jnl`	Video Question Generation via Cross-Modal Self-Attention Networks Learning. CoRR Yu-Siang Wang, Hung-Ting Su, Chen-Hsi Chang, Winston H. Hsu
2018	—	`conf`	Attribute Augmented Convolutional Neural Network for Face Hallucination. CVPR Workshops Cheng-Han Lee, Kaipeng Zhang, Hu-Cheng Lee, Chia-Wen Cheng, Winston H. Hsu
2018	—	`conf`	Cross-Domain Hallucination Network for Fine-Grained Object Recognition. CVPR Workshops Jin-Fu Lin, Yen-Liang Lin, Erh-Kan King, Hung-Ting Su, Winston H. Hsu
2018	—	`conf`	Cross-Domain Image-Based 3D Shape Retrieval by View Sequence Learning. 3DV Tang Lee, Yen-Liang Lin, HungYueh Chiang, Ming-Wei Chiu, Winston H. Hsu, Polly Huang
2018	—	`conf`	Deep Disguised Faces Recognition. CVPR Workshops Kaipeng Zhang, Ya-Liang Chang, Winston H. Hsu
2018	—	`conf`	Drone-View Building Identification by Cross-View Visual Learning and Relative Spatial Estimation. CVPR Workshops Chun-Wei Chen, Yin-Hsi Kuo, Tang Lee, Cheng-Han Lee, Winston H. Hsu
2018	J	`jnl`	Learning From Cross-Domain Media Streams for Event-of-Interest Discovery. IEEE Trans. Multim. Wen-Yu Lee, Winston H. Hsu, Shin'ichi Satoh
2018	—	`conf`	Netizen-Style Commenting on Fashion Photos: Dataset and Diversity Measures. WWW (Companion Volume) Wen Hua Lin, Kuan-Ting Chen, HungYueh Chiang, Winston H. Hsu
2018	J	`jnl`	Netizen-Style Commenting on Fashion Photos: Dataset and Diversity Measures. CoRR Wen Hua Lin, Kuan-Ting Chen, HungYueh Chiang, Winston H. Hsu
2018	—	`conf`	PIVTONS: Pose Invariant Virtual Try-On Shoe with Conditional Image Completion. ACCV (6) Chao-Te Chou, Cheng-Han Lee, Kaipeng Zhang, Hu-Cheng Lee, Winston H. Hsu
2018	—	`conf`	Super-Identity Convolutional Neural Network for Face Hallucination. ECCV (11) Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao, Wei Liu, Tong Zhang
2018	J	`jnl`	Super-Identity Convolutional Neural Network for Face Hallucination. CoRR Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao, Wei Liu, Tong Zhang
2017	J	`jnl`	Dehashing: Server-Side Context-Aware Feature Reconstruction for Mobile Visual Search. IEEE Trans. Circuits Syst. Video Technol. Yin-Hsi Kuo, Winston H. Hsu
2017	A*	`conf`	Drone-Based Object Counting by Spatially Regularized Regional Proposal Network. ICCV Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu
2017	J	`jnl`	Drone-based Object Counting by Spatially Regularized Regional Proposal Network. CoRR Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu
2017	J	`jnl`	Editorial for the ICMR 2016 special issue. Int. J. Multim. Inf. Retr. Susanne Boll, Winston H. Hsu, Jiebo Luo
2017	—	`conf`	Feature Learning with Rank-Based Candidate Selection for Product Search. ICCV Workshops Yin-Hsi Kuo, Winston H. Hsu
2017	A*	`conf`	Harnessing A.I. for Augmenting Creativity: Application to Movie Trailer Creation. ACM Multimedia John R. Smith, Dhiraj Joshi, Benoit Huet, Winston H. Hsu, Jozef Cota
2017	A*	`conf`	Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation. CVPR Kuan-Lun Tseng, Yen-Liang Lin, Winston H. Hsu, Chung-Yang Huang
2017	J	`jnl`	Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation. CoRR Kuan-Lun Tseng, Yen-Liang Lin, Winston H. Hsu, Chung-Yang Huang
2017	Misc	`conf`	Multi-task learning for face identification and attribute estimation. ICASSP Hui-Lan Hsieh, Winston H. Hsu, Yan-Ying Chen
2017	J	`jnl`	Photo Filter Recommendation by Category-Aware Aesthetic Learning. IEEE Trans. Multim. Wei-Tse Sun, Ting-Hsuan Chao, Yin-Hsi Kuo, Winston H. Hsu
2017	—	`conf`	RGB-D to CAD Retrieval with ObjectNN Dataset. 3DOR@Eurographics Binh-Son Hua, Quang-Trung Truong, Minh-Khoi Tran, Quang-Hieu Pham, Asako Kanezaki, Tang Lee, HungYueh Chiang, Winston H. Hsu, Bo Li, Yijuan Lu, Henry Johan, Shoki Tashiro, Masaki Aono, Minh-Triet Tran, Viet-Khoi Pham, Hai-Dang Nguyen, Vinh-Tiep Nguyen, Quang-Thang Tran, Thuyen V. Phan, Bao Truong, Minh N. Do, Anh Duc Duong, Lap-Fai Yu, Duc Thanh Nguyen, Sai-Kit Yeung
2017	J	`jnl`	Scalable Face Track Retrieval in Video Archives Using Bag-of-Faces Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Thanh Duc Ngo, Duy-Dinh Le, Shin'ichi Satoh, Winston H. Hsu
2016	J	`jnl`	City-view image location identification by multiple geo-social media and graph-based image cluster refinement. J. Vis. Commun. Image Represent. Wen-Yu Lee, Yin-Hsi Kuo, Winston H. Hsu, Kiyoharu Aizawa
2016	J	`jnl`	De-Hashing: Server-Side Context-Aware Feature Reconstruction for Mobile Visual Search. CoRR Yin-Hsi Kuo, Winston H. Hsu
2016	A	`conf`	Egocentric activity recognition by leveraging multiple mid-level representations. ICME Peng-Ju Hsieh, Yen-Liang Lin, Yu-Hsiu Chen, Winston H. Hsu
2016	Misc	`conf`	LDADEEP+: Latent aspect discovery with deep representations. ICASSP Chieh-En Tsai, Hui-Lan Hsieh, Winston H. Hsu
2016	A*	`conf`	Location-Independent WiFi Action Recognition via Vision-based Methods. ACM Multimedia Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston H. Hsu
2016	Misc	`conf`	Mediated experts for deep convolutional networks. ICASSP Sebastian Agethen, Winston H. Hsu
2016	J	`jnl`	Photo Filter Recommendation by Category-Aware Aesthetic Learning. CoRR Wei-Tse Sun, Ting-Hsuan Chao, Yin-Hsi Kuo, Winston H. Hsu
2016	B	`ed.`	Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, ICMR 2016, New York, New York, USA, June 6-9, 2016 ICMR John R. Kender, John R. Smith, Jiebo Luo, Susanne Boll, Winston H. Hsu
2016	J	`jnl`	We Can "See" You via Wi-Fi - An Overview and Beyond. CoRR Jen-Yin Chang, Kuan-Ying Lee, Yu-Lin Wei, Kate Ching-Ju Lin, Winston H. Hsu
2016	Misc	`conf`	WiFi action recognition via vision-based methods. ICASSP Jen-Yin Chang, Kuan-Ying Lee, Kate Ching-Ju Lin, Winston H. Hsu
2015	A	`conf`	Approximating Weighted Hamming Distance by Probabilistic Selection for Multiple Hash Tables. ECIR Chiang-Yu Tsai, Yin-Hsi Kuo, Winston H. Hsu
2015	C	`conf`	Augmenting flower recognition by automatically expanding training data from web. MMSP Cheng-Yu Huang, Yen-Liang Lin, Winston H. Hsu
2015	Misc	`conf`	Enhancing sparse voice annotation for semantic retrieval of personal photos by continuous space word representations. ICASSP Yuan-ming Liou, Hung-tsung Lu, Yi-Sheng Fu, Winston H. Hsu, Lin-Shan Lee
2015	A*	`conf`	Exploiting Word and Visual Word Co-occurrence for Sketch-based Clipart Image Retrieval. ACM Multimedia Ching-Hsuan Liu, Yen-Liang Lin, Wen-Feng Cheng, Winston H. Hsu
2015	J	`jnl`	Face Recognition and Retrieval Using Cross-Age Reference Coding With Cross-Age Celebrity Dataset. IEEE Trans. Multim. Bor-Chun Chen, Chu-Song Chen, Winston H. Hsu
2015	A*	`conf`	Filter-Invariant Image Classification on Social Media Photos. ACM Multimedia Yu-Hsiu Chen, Ting-Hsuan Chao, Sheng-Yi Bai, Yen-Liang Lin, Wen-Chin Chen, Winston H. Hsu
2015	Misc	`conf`	Identify Visual Human Signature in community via wearable camera. ICASSP Chia-Chin Tsao, Yan-Ying Chen, Yu-Lin Hou, Winston H. Hsu
2015	J	`jnl`	Mediated Experts for Deep Convolutional Networks. CoRR Sebastian Agethen, Winston H. Hsu
2015	A*	`conf`	Real-Time Instant Event Detection in Egocentric Videos by Leveraging Sensor-Based Motion Context. ACM Multimedia Pei-Yun Hsu, Wen-Feng Cheng, Peng-Ju Hsieh, Yen-Liang Lin, Winston H. Hsu
2015	A*	`conf`	Scalable object detection by filter compression with regularized sparse coding. CVPR Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston H. Hsu
2015	—	`conf`	Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos. ICCV Workshops Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu
2015	—	`conf`	Trending pool: Visual analytics for trending event compositions for time-series categorical log data. VAST Yi-Chih Tsai, Liang-Chi Hsieh, Wen-Feng Cheng, Yin-Hsi Kuo, Winston H. Hsu, Wen-Chin Chen
2015	A*	`conf`	Unsupervised Latent Aspect Discovery for Diverse Event Summarization. ACM Multimedia Wen-Yu Lee, Yin-Hsi Kuo, Peng-Ju Hsieh, Wen-Feng Cheng, Ting-Hsuan Chao, Hui-Lan Hsieh, Chieh-En Tsai, Hsiao-Ching Chang, Jia-Shin Lan, Winston H. Hsu
2015	A*	`conf`	Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data. AAAI Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu
2015	A*	`conf`	Who are the Devils Wearing Prada in New York City? ACM Multimedia Kuan-Ting Chen, Kezhen Chen, Peizhong Cong, Winston H. Hsu, Jiebo Luo
2015	J	`jnl`	Who are the Devils Wearing Prada in New York City? CoRR Kuan-Ting Chen, Kezhen Chen, Peizhong Cong, Winston H. Hsu, Jiebo Luo
2014	A*	`conf`	Automatic Facial Image Annotation and Retrieval by Integrating Voice Label and Visual Appearance. ACM Multimedia Hong-Wun Jheng, Bor-Chun Chen, Yan-Ying Chen, Winston H. Hsu
2014	—	`conf`	Cross-Age Reference Coding for Age-Invariant Face Recognition and Retrieval. ECCV (6) Bor-Chun Chen, Chu-Song Chen, Winston H. Hsu
2014	A*	`conf`	Discovering the City by Mining Diverse and Multimodal Data Streams. ACM Multimedia Yin-Hsi Kuo, Yan-Ying Chen, Bor-Chun Chen, Wen-Yu Lee, Chun-Che Wu, Chia-Hung Lin, Yu-Lin Hou, Wen-Feng Cheng, Yi-Chih Tsai, Chung-Yen Hung, Liang-Chi Hsieh, Winston H. Hsu
2014	A*	`conf`	Efficient Cross-Domain Image Retrieval by Multi-Level Matching and Spatial Verification for Structural Similarity. ACM Multimedia Che-Chun Lee, Yin-Hsi Kuo, Winston H. Hsu, Shin'ichi Satoh, Sebastian Agethen
2014	B	`conf`	Efficient Face Detection by Leveraging Knowledge from Large-Scale Photos. ICMR Yi-De Lin, Yen-Liang Lin, Winston H. Hsu
2014	A*	`conf`	Facial Attribute Space Compression by Latent Human Topic Discovery. ACM Multimedia Chia-Hung Lin, Yan-Ying Chen, Bor-Chun Chen, Yu-Lin Hou, Winston H. Hsu
2014	Misc	`conf`	Investigating and predicting social and visual image interestingness on social media by crowdsourcing. ICASSP Liang-Chi Hsieh, Winston H. Hsu, Hao-Chuan Wang
2014	—	`conf`	Jointly Optimizing 3D Model Fitting and Fine-Grained Classification. ECCV (4) Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu, Larry S. Davis
2014	A*	`conf`	Learning to personalize trending image search suggestion. SIGIR Chun-Che Wu, Tao Mei, Winston H. Hsu, Yong Rui
2014	Misc	`conf`	Learning-based heart rate detection from remote photoplethysmography features. ICASSP YungChien Hsu, Yen-Liang Lin, Winston H. Hsu
2014	—	`conf`	Me-link: link me to the media - fusing audio and visual cues for robust and efficient mobile media interaction. WWW (Companion Volume) Chun-Yen Yeh, Yu-Ming Hsu, Hsinfu Huang, Hong-Wun Jheng, Yu-Chuan Su, Tzu-Hsuan Chiu, Winston H. Hsu
2014	J	`jnl`	Online image search result grouping with MapReduce-based image clustering and graph construction for large-scale photos. J. Vis. Commun. Image Represent. Liang-Chi Hsieh, Guan-Long Wu, Yu-Ming Hsu, Winston H. Hsu
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	B	`conf`	Rank-Preserving and Unsupervised Hash Learning from Auxiliary Contextual Cues. ICMR Yin-Hsi Kuo, Winston H. Hsu
2014	J	`jnl`	Scalable Mobile Visual Classification by Kernel Preserving Projection Over High-Dimensional Features. IEEE Trans. Multim. Yu-Chuan Su, Tzu-Hsuan Chiu, Yin-Hsi Kuo, Chun-Yen Yeh, Winston H. Hsu
2014	J	`jnl`	Transfer Learning for Video Recognition with Scarce Training Data. CoRR Yu-Chuan Su, Tzu-Hsuan Chiu, Chun-Yen Yeh, Hsinfu Huang, Winston H. Hsu
2013	A*	`conf`	3D Sub-query Expansion for Improving Sketch-Based Multi-view Image Retrieval. ICCV Yen-Liang Lin, Cheng-Yu Huang, Hao-Jeng Wang, Winston H. Hsu
2013	J	`jnl`	Automatic Training Image Acquisition and Effective Feature Selection From Community-Contributed Photos for Facial Attribute Detection. IEEE Trans. Multim. Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao
2013	—	`conf`	City-view image retrieval leveraging check-in data. GeoMM@ACM Multimedia Wen-Yu Lee, Yin-Hsi Kuo, Winston H. Hsu
2013	A*	`conf`	Enabling low bitrate mobile visual recognition: a performance versus bandwidth evaluation. ACM Multimedia Yu-Chuan Su, Tzu-Hsuan Chiu, Yan-Ying Chen, Chun-Yen Yeh, Winston H. Hsu
2013	A*	`conf`	Flickr-tag prediction using multi-modal fusion and meta information. ACM Multimedia Yu-Chuan Su, Tzu-Hsuan Chiu, Guan-Long Wu, Chun-Yen Yeh, Felix Wu, Winston H. Hsu
2013	B	`conf`	Full body human attribute detection in indoor surveillance environment using color-depth information. AVSS Hao-Jen Wang, Yen-Liang Lin, Cheng-Yu Huang, Yu-Lin Hou, Winston H. Hsu
2013	J	`jnl`	Graph-based semi-supervised learning with multi-modality propagation for large-scale image datasets. J. Vis. Commun. Image Represent. Wen-Yu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston H. Hsu
2013	J	`jnl`	Investigating 3-D Model and Part Information for Improving Content-Based Vehicle Retrieval. IEEE Trans. Circuits Syst. Video Technol. Yen-Liang Lin, Ming-Kuang Tsai, Winston H. Hsu, Chih-Wei Chen
2013	A*	`conf`	Real-time privacy-preserving moving object detection in the cloud. ACM Multimedia Kuan-Yu Chu, Yin-Hsi Kuo, Winston H. Hsu
2013	J	`jnl`	Scalable Face Image Retrieval Using Attribute-Enhanced Sparse Codewords. IEEE Trans. Multim. Bor-Chun Chen, Yan-Ying Chen, Yin-Hsi Kuo, Winston H. Hsu
2013	J	`jnl`	Scalable Mobile Video Retrieval with Sparse Projection Learning and Pseudo Label Mining. IEEE Multim. Guan-Long Wu, Yin-Hsi Kuo, Tzu-Hsuan Chiu, Winston H. Hsu, Lexing Xie
2013	A*	`conf`	Search-based relevance association with auxiliary contextual cues. ACM Multimedia Chun-Che Wu, Kuan-Yu Chu, Yin-Hsi Kuo, Yan-Ying Chen, Wen-Yu Lee, Winston H. Hsu
2013	J	`jnl`	Travel Recommendation by Mining People Attributes and Travel Group Types From Community-Contributed Photos. IEEE Trans. Multim. Yan-Ying Chen, An-Jung Cheng, Winston H. Hsu
2012	Misc	`conf`	Content-based vehicle retrieval using 3D model and part information. ICASSP Ming-Kuang Tsai, Yen-Liang Lin, Winston H. Hsu, Chih-Wei Chen
2012	A*	`conf`	Detecting the directions of viewing landmarks for recommendation by large-scale user-contributed photos. ACM Multimedia Yen-Ta Huang, Kuan-Ting Chen, Liang-Chi Hsieh, Winston H. Hsu, Ya-Fan Su
2012	A*	`conf`	Discovering informative social subgraphs and predicting pairwise relationships from group photos. ACM Multimedia Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao
2012	—	`conf`	Emerging challenges and opportunities in exploiting mobile photos and videos. IMMPD@ACM Multimedia Winston H. Hsu
2012	A	`conf`	Evaluating Gaussian Like Image Representations over Local Features. ICME Yu-Chuan Su, Guan-Long Wu, Tzu-Hsuan Chiu, Winston H. Hsu, Kuo-Wei Chang
2012	A*	`conf`	Large-scale simultaneous multi-object recognition and localization via bottom up search-based approach. ACM Multimedia Chun-Che Wu, Yin-Hsi Kuo, Winston H. Hsu
2012	J	`jnl`	Learning by expansion: Exploiting social media for image classification with few training examples. Neurocomputing Sheng-Yuan Wang, Wei-Shing Liao, Liang-Chi Hsieh, Yan-Ying Chen, Winston H. Hsu
2012	A	`conf`	Live Semantic Sport Highlight Detection Based on Analyzing Tweets of Twitter. ICME Liang-Chi Hsieh, Ching-Wei Lee, Tzu-Hsuan Chiu, Winston H. Hsu
2012	J	`jnl`	Preference-Aware View Recommendation System for Scenic Photos Based on Bag-of-Aesthetics-Preserving Features. IEEE Trans. Multim. Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston H. Hsu, Shao-Yi Chien
2012	C	`conf`	Sharing the trees among random forests for effective and efficient concept detection. MMSP Tzu-Hsuan Chiu, Guan-Long Wu, Yu-Chuan Su, Winston H. Hsu
2012	A*	`conf`	Sketch-based image retrieval on mobile devices using compact hash bits. ACM Multimedia Kai-Yu Tseng, Yen-Liang Lin, Yu-Hsiu Chen, Winston H. Hsu
2012	Misc	`conf`	Two-stage sparse graph construction using MinHash on MapReduce. ICASSP Liang-Chi Hsieh, Guan-Long Wu, Wen-Yu Lee, Winston H. Hsu
2012	J	`jnl`	Unsupervised Semantic Feature Discovery for Image Object Retrieval and Tag Refinement. IEEE Trans. Multim. Yin-Hsi Kuo, Wen-Huang Cheng, Hsuan-Tien Lin, Winston H. Hsu
2012	A*	`conf`	Where is who: large-scale photo retrieval by facial attributes and canvas layout. SIGIR Yu-Heng Lei, Yan-Ying Chen, Bor-Chun Chen, Lime Iida, Winston H. Hsu
2011	A*	`conf`	Augmenting mobile city-view image retrieval with context-rich user-contributed photos. ACM Multimedia Yin-Hsi Kuo, Wen-Yu Lee, Winston H. Hsu, Wen-Huang Cheng
2011	A	`conf`	Coarse-to-fine temporal optimization for video retargeting based on seam carving. ICME Wei-Lun Chao, Hsiao-Hang Su, Shao-Yi Chien, Winston H. Hsu, Jian-Jiun Ding
2011	—	`conf`	Comp2Watch: enhancing the mobile video browsing experience. IMMPD@ACM Multimedia Yu-Ming Hsu, Ming-Kuang Tsai, Yen-Liang Lin, Winston H. Hsu
2011	—	`conf`	Learning facial attributes by crowdsourcing in social media. WWW (Companion Volume) Yan-Ying Chen, Winston H. Hsu, Hong-Yuan Mark Liao
2011	A*	`conf`	Multi-layer graph-based semi-supervised learning for large-scale image datasets using mapreduce. SIGIR Wen-Yu Lee, Liang-Chi Hsieh, Guan-Long Wu, Winston H. Hsu, Ya-Fan Su
2011	A*	`conf`	Multiple object localization by context-aware adaptive window search and search-based object recognition. ACM Multimedia Fang-Erh Lin, Yin-Hsi Kuo, Winston H. Hsu
2011	A*	`conf`	Personalized travel recommendation by mining people attributes from community-contributed photos. ACM Multimedia An-Jung Cheng, Yan-Ying Chen, Yen-Ta Huang, Winston H. Hsu, Hong-Yuan Mark Liao
2011	A*	`conf`	Photo search by face positions and facial attributes on touch devices. ACM Multimedia Yu-Heng Lei, Yan-Ying Chen, Lime Iida, Bor-Chun Chen, Hsiao-Hang Su, Winston H. Hsu
2011	A*	`conf`	Region-based landmark discovery by crowdsourcing geo-referenced photos. SIGIR Yen-Ta Huang, An-Jung Cheng, Liang-Chi Hsieh, Winston H. Hsu, Kuo-Wei Chang
2011	A*	`conf`	Scalable mobile video question-answering system with locally aggregated descriptors and random projection. ACM Multimedia Guan-Long Wu, Yu-Chuan Su, Tzu-Hsuan Chiu, Liang-Chi Hsieh, Winston H. Hsu
2011	A*	`conf`	Scenic photo quality assessment with bag of aesthetics-preserving features. ACM Multimedia Hsiao-Hang Su, Tse-Wei Chen, Chieh-Chi Kao, Winston H. Hsu, Shao-Yi Chien
2011	A*	`conf`	Semi-supervised face image retrieval using sparse coding with identity constraint. ACM Multimedia Bor-Chun Chen, Yin-Hsi Kuo, Yan-Ying Chen, Kuan-Yu Chu, Winston H. Hsu
2011	—	`conf`	Snap2Read: Automatic Magazine Capturing and Analysis for Adaptive Mobile Reading. MMM (2) Yu-Ming Hsu, Yen-Liang Lin, Winston H. Hsu, Brian Wang
2011	A*	`conf`	Unsupervised auxiliary visual words discovery for large-scale image object retrieval. CVPR Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, Winston H. Hsu
2010	A*	`conf`	A technical demonstration of large-scale image object retrieval by efficient query evaluation and effective auxiliary visual feature discovery. ACM Multimedia Yin-Hsi Kuo, Yi-Lun Wu, Kuan-Ting Chen, Yi-Hsuan Yang, Tzu-Hsuan Chiu, Winston H. Hsu
2010	J	`jnl`	Boosting image object retrieval and indexing by automatically discovered pseudo-objects. J. Vis. Commun. Image Represent. Kuan-Ting Chen, Kuan Hung Lin, Yin-Hsi Kuo, Yi-Lun Wu, Winston H. Hsu
2010	A*	`conf`	GPS, compass, or camera?: investigating effective mobile sensors for automatic search-based image annotation. ACM Multimedia An-Jung Cheng, Fang-Erh Lin, Yin-Hsi Kuo, Winston H. Hsu
2010	A*	`conf`	Interactive inquiry for object of interest in video playback by motion-augmented graph cut. ACM Multimedia Po-Nung Tseng, Yen-Liang Lin, Winston H. Hsu
2010	J	`jnl`	Knowledge Discovery from Community-Contributed Multimedia. IEEE Multim. Tao Mei, Winston H. Hsu, Jiebo Luo
2010	Misc	`conf`	Search-Based Automatic Image Annotation via Flickr Photos Using Tag Expansion. ICASSP Liang-Chi Hsieh, Winston H. Hsu
2009	—	`conf`	A latent semantic retrieval and clustering system for personal photos with sparse speech annotation. SSCS@MM Yi-Sheng Fu, Winston H. Hsu, Lin-Shan Lee
2009	—	`conf`	Adaptive Learning for Multimodal Fusion in Video Search. PCM Wen-Yu Lee, Po Tun Wu, Winston H. Hsu
2009	B	`conf`	Boosting object retrieval by estimating pseudo-objects. ICIP Kuan Hung Lin, Kuan-Ting Chen, Winston H. Hsu, Chun Jen Lee, Tien-Hsu Lee
2009	A*	`conf`	Canonical image selection and efficient image graph construction for large-scale flickr photos. ACM Multimedia Liang-Chi Hsieh, Kuan-Ting Chen, Chien-Hsing Chiang, Yi-Hsuan Yang, Guan-Long Wu, Chun-Sung Ferng, Hsiu-Wen Hsueh, Angela Charng-Rurng Tsai, Winston H. Hsu
2009	A*	`conf`	Content-based and concept-based retrieval for large-scale image/video collections. ACM Multimedia Rong Yan, Winston H. Hsu
2009	A	`conf`	Foreground segmentation for static video via multi-core and multi-modal graph cut. ICME Lun-Yu Chang, Winston H. Hsu
2009	A	`conf`	Knowledge discovery over community-sharing media: From signal to intelligence. ICME Winston H. Hsu, Tao Mei, Rong Yan
2009	J	`jnl`	Online Reranking via Ordinal Informative Concepts for Context Fusion in Concept Detection and Video Search. IEEE Trans. Circuits Syst. Video Technol. Yi-Hsuan Yang, Winston H. Hsu, Homer H. Chen
2009	A*	`conf`	Query expansion for hash-based image object retrieval. ACM Multimedia Yin-Hsi Kuo, Kuan-Ting Chen, Chien-Hsing Chiang, Winston H. Hsu
2008	A*	`conf`	AdImage: video advertising by image matching and ad scheduling optimization. SIGIR Wei-Shing Liao, Kuan-Ting Chen, Winston H. Hsu
2008	A*	`conf`	ContextSeer: context search and recommendation at query time for shared consumer photos. ACM Multimedia Yi-Hsuan Yang, Po Tun Wu, Ching-Wei Lee, Kuan Hung Lin, Winston H. Hsu, Homer H. Chen
2008	A*	`conf`	Keyword-based concept search on consumer photos by web-based kernel function. ACM Multimedia Po Tun Wu, Yi-Hsuan Yang, Kuan-Ting Chen, Winston H. Hsu, Tien-Hsu Lee, Chun Jen Lee
2008	A*	`conf`	Recent developments in content-based and concept-based image/video retrieval. ACM Multimedia Rong Yan, Winston H. Hsu
2008	A*	`conf`	SheepDog: group and tag recommendation for flickr photos by automatic search-based learning. ACM Multimedia Hong-Ming Chen, Ming-Hsiu Chang, Ping-Chieh Chang, Min-Chun Tien, Winston H. Hsu, Ja-Ling Wu
2008	A	`conf`	Video search reranking via online ordinal reranking. ICME Yi-Hsuan Yang, Winston H. Hsu
2007	—	`conf`	NTU TRECVID-2007 fast rushes summarization system. TVS Chen-Ming Pan, Yung-Yu Chuang, Winston H. Hsu
2007	J	`jnl`	Reranking Methods for Visual Search. IEEE Multim. Winston H. Hsu, Lyndon S. Kennedy, Shih-Fu Chang
2007	—	`conf`	The NTU Toolkit and Framework for High-Level Feature Detection at TRECVID 2007. TRECVID Ming-Fang Weng, Chun-Kang Chen, Yi-Hsuan Yang, Rong-En Fan, Yu-Ting Hsieh, Yung-Yu Chuang, Winston H. Hsu, Chih-Jen Lin
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
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	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	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
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`	Visual Cue Cluster Construction via Information Bottleneck Principle and Kernel Density Estimation. CIVR Winston H. Hsu, Shih-Fu Chang
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`	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	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
2003	A	`conf`	A statistical framework for fusing mid-level perceptual features in news story segmentation. ICME Winston H. Hsu, 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`	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