ML Anthology

Tsai, Yi-Hsuan

52 publications

CVPRW 2025 Exemplar Masking for Multimodal Incremental Learning Yi-Lun Lee, Chen-Yu Lee, Wei-Chen Chiu, Yi-Hsuan Tsai
NeurIPS 2025 IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation Yuanze Lin, Yi-Wen Chen, Yi-Hsuan Tsai, Ronald Clark, Ming-Hsuan Yang
NeurIPS 2025 Low-Rank Head Avatar Personalization with Registers Sai Tanmay Reddy Chakkera, Aggelina Chatziagapi, Md Moniruzzaman, Chen-ping Yu, Yi-Hsuan Tsai, Dimitris Samaras
ICCV 2025 MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh Shuangkang Fang, I-Chao Shen, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Shuchang Zhou, Wenrui Ding, Takeo Igarashi, Ming-Hsuan Yang
ICLR 2025 Ranking-Aware Adapter for Text-Driven Image Ordering with CLIP Wei-Hsiang Yu, Yen-Yu Lin, Ming-Hsuan Yang, Yi-Hsuan Tsai
CVPR 2025 Toward Real-World BEV Perception: Depth Uncertainty Estimation via Gaussian Splatting Shu-Wei Lu, Yi-Hsuan Tsai, Yi-Ting Chen
ICCV 2025 What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning Chi-Hsi Kung, Frangil Ramirez, Juhyung Ha, Yi-Ting Chen, David Crandall, Yi-Hsuan Tsai
WACV 2025 uLayout: Unified Room Layout Estimation for Perspective and Panoramic Images Jonathan Lee, Bolivar E Solarte, Chin-Hsuan Wu, Jin-Cheng Jhang, Fu-En Wang, Yi-Hsuan Tsai, Min Sun
CVPR 2024 Action-Slot: Visual Action-Centric Representations for Multi-Label Atomic Activity Recognition in Traffic Scenes Chi-Hsi Kung, Shu-Wei Lu, Yi-Hsuan Tsai, Yi-Ting Chen
ECCV 2024 Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts Shuangkang Fang, Yufeng Wang, Yi-Hsuan Tsai, Yi Yang, Wenrui Ding, Shuchang Zhou, Ming-Hsuan Yang
CVPR 2024 PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection Kuan-Chih Huang, Weijie Lyu, Ming-Hsuan Yang, Yi-Hsuan Tsai
ECCV 2024 Self-Training Room Layout via Geometry-Aware Ray-Casting Bolivar Solarte, Chin-Hsuan Wu, Jin-Cheng Jhang, Jonathan Lee, Yi-Hsuan Tsai, Min Sun
CVPR 2024 Text-Driven Image Editing via Learnable Regions Yuanze Lin, Yi-Wen Chen, Yi-Hsuan Tsai, Lu Jiang, Ming-Hsuan Yang
ECCV 2024 Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance Kuan-Chih Huang, Yi-Hsuan Tsai, Ming-Hsuan Yang
ICCV 2023 Delving into Motion-Aware Matching for Monocular 3D Object Tracking Kuan-Chih Huang, Ming-Hsuan Yang, Yi-Hsuan Tsai
NeurIPS 2023 Diffusion-SS3D: Diffusion Model for Semi-Supervised 3D Object Detection Cheng-Ju Ho, Chen-Hsuan Tai, Yen-Yu Lin, Ming-Hsuan Yang, Yi-Hsuan Tsai
CVPR 2023 Multimodal Prompting with Missing Modalities for Visual Recognition Yi-Lun Lee, Yi-Hsuan Tsai, Wei-Chen Chiu, Chen-Yu Lee
NeurIPS 2022 360-MLC: Multi-View Layout Consistency for Self-Training and Hyper-Parameter Tuning Bolivar Solarte, Chin-Hsuan Wu, Yueh-Cheng Liu, Yi-Hsuan Tsai, Min Sun
ECCV 2022 3D-PL: Domain Adaptive Depth Estimation with 3D-Aware Pseudo-Labeling Yu-Ting Yen, Chia-Ni Lu, Wei-Chen Chiu, Yi-Hsuan Tsai
ECCV 2022 Learning Phase Mask for Privacy-Preserving Passive Depth Estimation Zaid Tasneem, Giovanni Milione, Yi-Hsuan Tsai, Xiang Yu, Ashok Veeraraghavan, Manmohan Chandraker, Francesco Pittaluga
ECCV 2022 Learning Semantic Segmentation from Multiple Datasets with Label Shifts Dongwan Kim, Yi-Hsuan Tsai, Yumin Suh, Masoud Faraki, Sparsh Garg, Manmohan Chandraker, Bohyung Han
CVPR 2022 Learning to Learn Across Diverse Data Biases in Deep Face Recognition Chang Liu, Xiang Yu, Yi-Hsuan Tsai, Masoud Faraki, Ramin Moslemi, Manmohan Chandraker, Yun Fu
CVPR 2022 MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation Inkyu Shin, Yi-Hsuan Tsai, Bingbing Zhuang, Samuel Schulter, Buyu Liu, Sparsh Garg, In So Kweon, Kuk-Jin Yoon
CVPR 2022 On Generalizing Beyond Domains in Cross-Domain Continual Learning Christian Simon, Masoud Faraki, Yi-Hsuan Tsai, Xiang Yu, Samuel Schulter, Yumin Suh, Mehrtash Harandi, Manmohan Chandraker
WACV 2022 Semi-Supervised Multi-Task Learning for Semantics and Depth Yufeng Wang, Yi-Hsuan Tsai, Wei-Chih Hung, Wenrui Ding, Shuo Liu, Ming-Hsuan Yang
NeurIPSW 2022 Voting-Based Approaches for Differentially Private Federated Learning Yuqing Zhu, Xiang Yu, Yi-Hsuan Tsai, Francesco Pittaluga, Masoud Faraki, Manmohan Chandraker, Yu-Xiang Wang
CVPR 2021 Cross-Domain Similarity Learning for Face Recognition in Unseen Domains Masoud Faraki, Xiang Yu, Yi-Hsuan Tsai, Yumin Suh, Manmohan Chandraker
WACV 2021 Dual-Stream Fusion Network for Spatiotemporal Video Super-Resolution Min-Yuan Tseng, Yen-Chung Chen, Yi-Lun Lee, Wei-Sheng Lai, Yi-Hsuan Tsai, Wei-Chen Chiu
NeurIPS 2021 End-to-End Multi-Modal Video Temporal Grounding Yi-Wen Chen, Yi-Hsuan Tsai, Ming-Hsuan Yang
CVPR 2021 LED2-Net: Monocular 360deg Layout Estimation via Differentiable Depth Rendering Fu-En Wang, Yu-Hsuan Yeh, Min Sun, Wei-Chen Chiu, Yi-Hsuan Tsai
ICCV 2021 Learning Cross-Modal Contrastive Features for Video Domain Adaptation Donghyun Kim, Yi-Hsuan Tsai, Bingbing Zhuang, Xiang Yu, Stan Sclaroff, Kate Saenko, Manmohan Chandraker
ICCV 2021 Towards Interpretable Deep Networks for Monocular Depth Estimation Zunzhi You, Yi-Hsuan Tsai, Wei-Chen Chiu, Guanbin Li
WACV 2020 Active Adversarial Domain Adaptation Jong-Chyi Su, Yi-Hsuan Tsai, Kihyuk Sohn, Buyu Liu, Subhransu Maji, Manmohan Chandraker
AAAI 2020 Adversarial Learning of Privacy-Preserving and Task-Oriented Representations Taihong Xiao, Yi-Hsuan Tsai, Kihyuk Sohn, Manmohan Chandraker, Ming-Hsuan Yang
ECCV 2020 Colorization of Depth mAP via Disentanglement Chung-Sheng Lai, Zunzhi You, Ching-Chun Huang, Yi-Hsuan Tsai, Wei-Chen Chiu
ECCV 2020 Domain Adaptive Semantic Segmentation Using Weak Labels Sujoy Paul, Yi-Hsuan Tsai, Samuel Schulter, Amit K. Roy-Chowdhury, Manmohan Chandraker
ECCV 2020 Every Pixel Matters: Center-Aware Feature Alignment for Domain Adaptive Object Detector Cheng-Chun Hsu, Yi-Hsuan Tsai, Yen-Yu Lin, Ming-Hsuan Yang
WACV 2020 Image Hashing via Linear Discriminant Learning Weixiang Hong, Yu-Ting Chang, Haifang Qin, Wei-Chih Hung, Yi-Hsuan Tsai, Ming-Hsuan Yang
ECCV 2020 Object Detection with a Unified Label Space from Multiple Datasets Xiangyun Zhao, Samuel Schulter, Gaurav Sharma, Yi-Hsuan Tsai, Manmohan Chandraker, Ying Wu
WACV 2020 Progressive Domain Adaptation for Object Detection Han-Kai Hsu, Chun-Han Yao, Yi-Hsuan Tsai, Wei-Chih Hung, Hung-Yu Tseng, Maneesh Singh, Ming-Hsuan Yang
CVPRW 2019 Active Adversarial Domain Adaptation Jong-Chyi Su, Yi-Hsuan Tsai, Kihyuk Sohn, Buyu Liu, Subhransu Maji, Manmohan Chandraker
CVPRW 2019 Learning Patterns of Latent Residual for Improving Video Compression Yen-Chung Chen, Keng-Jui Chang, Yi-Hsuan Tsai, Wei-Chen Chiu
CVPRW 2019 Progressive Domain Adaptation for Object Detection Han-Kai Hsu, Wei-Chih Hung, Hung-Yu Tseng, Chun-Han Yao, Yi-Hsuan Tsai, Maneesh Singh, Ming-Hsuan Yang
AAAI 2018 Learning Binary Residual Representations for Domain-Specific Video Streaming Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz
WACV 2018 Learning Video-Story Composition via Recurrent Neural Network Guangyu Zhong, Yi-Hsuan Tsai, Sifei Liu, Zhixun Su, Ming-Hsuan Yang
CVPR 2017 Deep Image Harmonization Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang
ICCV 2017 Scene Parsing with Global Context Embedding Wei-Chih Hung, Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang
ICCV 2017 SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Jingchun Cheng, Yi-Hsuan Tsai, Shengjin Wang, Ming-Hsuan Yang
ECCV 2016 Semantic Co-Segmentation in Videos Yi-Hsuan Tsai, Guangyu Zhong, Ming-Hsuan Yang
CVPR 2016 Video Segmentation via Object Flow Yi-Hsuan Tsai, Ming-Hsuan Yang, Michael J. Black
CVPR 2015 Adaptive Region Pooling for Object Detection Yi-Hsuan Tsai, Onur C. Hamsici, Ming-Hsuan Yang
ICCV 2013 Exemplar Cut Jimei Yang, Yi-Hsuan Tsai, Ming-Hsuan Yang