Hsu, Winston H.

40 publications

ICCV 2025 HERMES: Temporal-coHERent Long-forM Understanding with Episodes and Semantics Gueter Josmy Faure, Jia-Fong Yeh, Min-Hung Chen, Hung-Ting Su, Shang-Hong Lai, Winston H. Hsu

ICLRW 2025 Revisiting Semi-Supervised Adversarial Training via Noise-Aware Online Robust Distillation Tsung-Han Wu, Hung-Ting Su, Shang-Tse Chen, Winston H. Hsu

ICLR 2025 VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-Horizon Manipulation Kuo-Han Hung, Pang-Chi Lo, Jia-Fong Yeh, Han-Yuan Hsu, Yi-Ting Chen, Winston H. Hsu

NeurIPS 2024 AED: Adaptable Error Detection for Few-Shot Imitation Policy Jia-Fong Yeh, Kuo-Han Hung, Pang-Chi Lo, Chi-Ming Chung, Tsung-Han Wu, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu

CoRL 2024 Context-Aware Replanning with Pre-Explored Semantic mAP for Object Navigation Po-Chen Ko, Hung-Ting Su, Cy Chen, Jia-Fong Yeh, Min Sun, Winston H. Hsu

CoRL 2024 Distribution Discrepancy and Feature Heterogeneity for Active 3D Object Detection Huang-Yu Chen, Jia-Fong Yeh, Jiawe Jiawei, Pin-Hsuan Peng, Winston H. Hsu

IJCAI 2024 Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu

NeurIPSW 2024 MovieCORE: COgnitive REasoning in Movies Gueter Josmy Faure, Min-Hung Chen, Jia-Fong Yeh, Ying Cheng, Hung-Ting Su, Shang-Hong Lai, Winston H. Hsu

AAAI 2024 TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling ChungYi Lin, Shen-Lung Tung, Hung-Ting Su, Winston H. Hsu

ECCVW 2024 Tracking-Assisted Object Detection with Event Cameras Ting-Kang Yen, Igor Morawski, Shusil Dangi, Kai He, Chung-Yi Lin, Jia-Fong Yeh, Hung-Ting Su, Winston H. Hsu

CVPRW 2024 Unsupervised Image Prior via Prompt Learning and CLIP Semantic Guidance for Low-Light Image Enhancement Igor Morawski, Kai He, Shusil Dangi, Winston H. Hsu

ICMLW 2024 VICtoR: Learning Hierarchical Vision-Instruction Correlation Rewards for Long-Horizon Manipulation Kuo-Han Hung, Pang-Chi Lo, Jia-Fong Yeh, Han-Yuan Hsu, Yi-Ting Chen, Winston H. Hsu

ICCVW 2023 Fair Robust Active Learning by Joint Inconsistency Tsung-Han Wu, Hung-Ting Su, Shang-Tse Chen, Winston H. Hsu

CVPRW 2023 Language Models Are Causal Knowledge Extractors for Zero-Shot Video Question Answering Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang

CoRL 2023 Revisiting Depth-Guided Methods for Monocular 3D Object Detection by Hierarchical Balanced Depth Yi-Rong Chen, Ching-Yu Tseng, Yi-Syuan Liou, Tsung-Han Wu, Winston H. Hsu

ICMLW 2023 Unsupervised Adversarial Detection Without Extra Model: Training Loss Should Change Chien Cheng Chyou, Hung-Ting Su, Winston H. Hsu

ECCV 2022 D2ADA: Dynamic Density-Aware Active Domain Adaptation for Semantic Segmentation Tsung-Han Wu, Yi-Syuan Liou, Shao-Ji Yuan, Hsin-Ying Lee, Tung-I Chen, Kuan-Chih Huang, Winston H. Hsu

CVPRW 2022 GenISP: Neural ISP for Low-Light Machine Cognition Igor Morawski, Yu-An Chen, Yu-Sheng Lin, Shusil Dangi, Kai He, Winston H. Hsu

CVPR 2022 MonoDTR: Monocular 3D Object Detection with Depth-Aware Transformer Kuan-Chih Huang, Tsung-Han Wu, Hung-Ting Su, Winston H. Hsu

AAAI 2022 Stage Conscious Attention Network (SCAN): A Demonstration-Conditioned Policy for Few-Shot Imitation Jia-Fong Yeh, Chi-Ming Chung, Hung-Ting Su, Yi-Ting Chen, Winston H. Hsu

WACV 2021 Class-Agnostic Few-Shot Object Counting Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen

ICCV 2021 ReDAL: Region-Based and Diversity-Aware Active Learning for Point Cloud Semantic Segmentation Tsung-Han Wu, Yueh-Cheng Liu, Yu-Kai Huang, Hsin-Ying Lee, Hung-Ting Su, Ping-Chia Huang, Winston H. Hsu

CVPR 2021 S3: Learnable Sparse Signal Superdensity for Guided Depth Estimation Yu-Kai Huang, Yueh-Cheng Liu, Tsung-Han Wu, Hung-Ting Su, Yu-Cheng Chang, Tsung-Lin Tsou, Yu-An Wang, Winston H. Hsu

CVPRW 2019 Anticipation of Human Actions with Pose-Based Fine-Grained Representations Sebastian Agethen, Hu-Cheng Lee, Winston H. Hsu

ICCVW 2019 DECCNet: Depth Enhanced Crowd Counting Shuo-Diao Yang, Hung-Ting Su, Winston H. Hsu, Wen-Chin Chen

ICCVW 2019 Indoor Depth Completion with Boundary Consistency and Self-Attention Yu-Kai Huang, Tsung-Han Wu, Yueh-Cheng Liu, Winston H. Hsu

CVPRW 2019 VORNet: Spatio-Temporally Consistent Video Inpainting for Object Removal Ya-Liang Chang, Zhe Yu Liu, Winston H. Hsu

CVPRW 2018 Attribute Augmented Convolutional Neural Network for Face Hallucination Cheng-Han Lee, Kaipeng Zhang, Hu-Cheng Lee, Chia-Wen Cheng, Winston H. Hsu

CVPRW 2018 Cross-Domain Hallucination Network for Fine-Grained Object Recognition Jin-Fu Lin, Yen-Liang Lin, Erh-Kan King, Hung-Ting Su, Winston H. Hsu

CVPRW 2018 Deep Disguised Faces Recognition Kaipeng Zhang, Ya-Liang Chang, Winston H. Hsu

CVPRW 2018 Drone-View Building Identification by Cross-View Visual Learning and Relative Spatial Estimation Chun-Wei Chen, Yin-Hsi Kuo, Tang Lee, Cheng-Han Lee, Winston H. Hsu

ECCV 2018 Super-Identity Convolutional Neural Network for Face Hallucination Kaipeng Zhang, Zhanpeng Zhang, Chia-Wen Cheng, Winston H. Hsu, Yu Qiao, Wei Liu, Tong Zhang

ICCV 2017 Drone-Based Object Counting by Spatially Regularized Regional Proposal Network Meng-Ru Hsieh, Yen-Liang Lin, Winston H. Hsu

ICCVW 2017 Feature Learning with Rank-Based Candidate Selection for Product Search Yin-Hsi Kuo, Winston H. Hsu

CVPR 2015 Scalable Object Detection by Filter Compression with Regularized Sparse Coding Ting-Hsuan Chao, Yen-Liang Lin, Yin-Hsi Kuo, Winston H. Hsu

ICCVW 2015 Summarizing While Recording: Context-Based Highlight Detection for Egocentric Videos Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu

AAAI 2015 Visually Interpreting Names as Demographic Attributes by Exploiting Click-Through Data Yan-Ying Chen, Yin-Hsi Kuo, Chun-Che Wu, Winston H. Hsu

ECCV 2014 Cross-Age Reference Coding for Age-Invariant Face Recognition and Retrieval Bor-Chun Chen, Chu-Song Chen, Winston H. Hsu

ECCV 2014 Jointly Optimizing 3D Model Fitting and Fine-Grained Classification Yen-Liang Lin, Vlad I. Morariu, Winston H. Hsu, Larry S. Davis

CVPR 2011 Unsupervised Auxiliary Visual Words Discovery for Large-Scale Image Object Retrieval Yin-Hsi Kuo, Hsuan-Tien Lin, Wen-Huang Cheng, Yi-Hsuan Yang, Winston H. Hsu