Decomposed Learning for Joint Segmentation and Categorization. - Yi-Hsuan Tsai; Jimei Yang; Ming-Hsuan Yang 001 (BMVC, 2013)

Exemplar Cut. - Jimei Yang; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (ICCV, 2013)

HearMe: assisting the visually impaired to record vibrant moments of everyday life. - Yi-Hsuan Tsai; Yi-Tsen Lin; Szu Yang Cho; Chun-Meng Cheng; Neng-Hao Yu; Hsien-Hui Tang (CCHI, 2014)

Locality preserving hashing. - Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (ICIP, 2014)

Adaptive region pooling for object detection. - Yi-Hsuan Tsai; Onur C. Hamsici; Ming-Hsuan Yang 001 (CVPR, 2015)

Weakly-Supervised Video Scene Co-parsing. - Guangyu Zhong; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (ACCV (1), 2016)

Video Segmentation via Object Flow. - Yi-Hsuan Tsai; Ming-Hsuan Yang 001; Michael J. Black (CVPR, 2016)

Semantic Co-segmentation in Videos. - Yi-Hsuan Tsai; Guangyu Zhong; Ming-Hsuan Yang 001 (ECCV (4), 2016)

Learning to tell brake lights with convolutional features. - Guangyu Zhong; Yi-Hsuan Tsai; Yi-Ting Chen 001; Xue Mei; Danil V. Prokhorov; Michael James 001; Ming-Hsuan Yang 001 (ITSC, 2016)

Sky is not the limit: semantic-aware sky replacement. - Yi-Hsuan Tsai; Xiaohui Shen; Zhe Lin 001; Kalyan Sunkavalli; Ming-Hsuan Yang 001 (ACM Trans. Graph., 2016)

Deep Image Harmonization. - Yi-Hsuan Tsai; Xiaohui Shen; Zhe Lin 001; Kalyan Sunkavalli; Xin Lu 006; Ming-Hsuan Yang 001 (CVPR, 2017)

SegFlow: Joint Learning for Video Object Segmentation and Optical Flow. - Jingchun Cheng; Yi-Hsuan Tsai; Shengjin Wang; Ming-Hsuan Yang 001 (ICCV, 2017)

Scene Parsing with Global Context Embedding. - Wei-Chih Hung; Yi-Hsuan Tsai; Xiaohui Shen; Zhe Lin 001; Kalyan Sunkavalli; Xin Lu 006; Ming-Hsuan Yang 001 (ICCV, 2017)

Learning to tell brake and turn signals in videos using CNN-LSTM structure. - Han-Kai Hsu; Yi-Hsuan Tsai; Xue Mei; Kuan-Hui Lee; Naoki Nagasaka; Danil V. Prokhorov; Ming-Hsuan Yang 001 (ITSC, 2017)

Learning to Segment Instances in Videos with Spatial Propagation Network. - Jingchun Cheng; Sifei Liu; Yi-Hsuan Tsai; Wei-Chih Hung; Shalini De Mello; Jinwei Gu; Jan Kautz; Shengjin Wang; Ming-Hsuan Yang 001 (CoRR, 2017)

Semantic-guided Visual Analysis and Synthesis with Spatio-temporal Models. - Yi-Hsuan Tsai (2017)

Learning Binary Residual Representations for Domain-Specific Video Streaming. - Yi-Hsuan Tsai; Ming-Yu Liu 001; Deqing Sun; Ming-Hsuan Yang 001; Jan Kautz (AAAI, 2018)

Unseen Object Segmentation in Videos via Transferable Representations. - Yi-Wen Chen; Yi-Hsuan Tsai; Chu-Ya Yang; Yen-Yu Lin; Ming-Hsuan Yang 001 (ACCV (4), 2018)

Adversarial Learning for Semi-supervised Semantic Segmentation. - Wei-Chih Hung; Yi-Hsuan Tsai; Yan-Ting Liou; Yen-Yu Lin; Ming-Hsuan Yang 001 (BMVC, 2018)

Fast and Accurate Online Video Object Segmentation via Tracking Parts. - Jingchun Cheng; Yi-Hsuan Tsai; Wei-Chih Hung; Shengjin Wang; Ming-Hsuan Yang 001 (CVPR, 2018)

Learning to Adapt Structured Output Space for Semantic Segmentation. - Yi-Hsuan Tsai; Wei-Chih Hung; Samuel Schulter; Kihyuk Sohn; Ming-Hsuan Yang 001; Manmohan Chandraker (CVPR, 2018)

Learning Video-Story Composition via Recurrent Neural Network. - Guangyu Zhong; Yi-Hsuan Tsai; Sifei Liu; Zhixun Su; Ming-Hsuan Yang 001 (WACV, 2018)

Guide Your Eyes: Learning Image Manipulation under Saliency Guidance. - Yen-Chung Chen; Keng-Jui Chang; Yi-Hsuan Tsai; Yu-Chiang Frank Wang; Wei-Chen Chiu (BMVC, 2019)

Referring Expression Object Segmentation with Caption-Aware Consistency. - Yi-Wen Chen; Yi-Hsuan Tsai; Tiantian Wang; Yen-Yu Lin; Ming-Hsuan Yang 001 (BMVC, 2019)

A Top-Down Unified Framework for Instance-level Human Parsing. - Haifang Qin; Weixiang Hong; Wei-Chih Hung; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (BMVC, 2019)

Learning Patterns of Latent Residual for Improving Video Compression. - Yen-Chung Chen; Keng-Jui Chang; Yi-Hsuan Tsai; Wei-Chen Chiu (CVPR Workshops, 2019)

Progressive Domain Adaptation for Object Detection. - Han-Kai Hsu; Wei-Chih Hung; Hung-Yu Tseng; Chun-Han Yao; Yi-Hsuan Tsai; Maneesh Singh 001; Ming-Hsuan Yang 001 (CVPR Workshops, 2019)

Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence. - Hsueh-Ying Lai; Yi-Hsuan Tsai; Wei-Chen Chiu (CVPR, 2019)

Active Adversarial Domain Adaptation. - Jong-Chyi Su; Yi-Hsuan Tsai; Kihyuk Sohn; Buyu Liu; Subhransu Maji; Manmohan Chandraker (CVPR Workshops, 2019)

Domain Adaptation for Structured Output via Discriminative Patch Representations. - Yi-Hsuan Tsai; Kihyuk Sohn; Samuel Schulter; Manmohan Chandraker (ICCV, 2019)

Weakly-Supervised Caricature Face Parsing Through Domain Adaptation. - Wenqing Chu; Wei-Chih Hung; Yi-Hsuan Tsai; Deng Cai 001; Ming-Hsuan Yang 001 (ICIP, 2019)

Plug-and-Play: Improve Depth Prediction via Sparse Data Propagation. - Tsun-Hsuan Wang; Fu-En Wang; Juan-Ting Lin; Yi-Hsuan Tsai; Wei-Chen Chiu; Min Sun 001 (ICRA, 2019)

3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization. - Tsun-Hsuan Wang; Hou-Ning Hu; Chieh Hubert Lin; Yi-Hsuan Tsai; Wei-Chen Chiu; Min Sun 001 (IROS, 2019)

Adaptation Across Extreme Variations using Unlabeled Domain Bridges. - Shuyang Dai; Kihyuk Sohn; Yi-Hsuan Tsai; Lawrence Carin; Manmohan Chandraker (CoRR, 2019)

Methods for estimating the optimal number and location of cut points in multivariate survival analysis: a statistical solution to the controversial effect of BMI. - Chung Chang; Meng-Ke Hsieh; An-Jen Chiang; Yi-Hsuan Tsai; Chia-Chiung Liu; Jiabin Chen (Comput. Stat., 2019)

Adversarial Learning of Privacy-Preserving and Task-Oriented Representations. - Taihong Xiao; Yi-Hsuan Tsai; Kihyuk Sohn; Manmohan Chandraker; Ming-Hsuan Yang 001 (AAAI, 2020)

Regularizing Meta-learning via Gradient Dropout. - Hung-Yu Tseng; Yi-Wen Chen; Yi-Hsuan Tsai; Sifei Liu; Yen-Yu Lin; Ming-Hsuan Yang 001 (ACCV (4), 2020)

Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization. - Yu-Ting Chang; Qiaosong Wang; Wei-Chih Hung; Robinson Piramuthu; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (BMVC, 2020)

Boosting Image and Video Compression via Learning Latent Residual Patterns. - Yen-Chung Chen; Keng-Jui Chang; Yi-Hsuan Tsai; Wei-Chen Chiu (BMVC, 2020)

Adaptation Across Extreme Variations using Unlabeled Bridges. - Shuyang Dai; Kihyuk Sohn; Yi-Hsuan Tsai; Lawrence Carin; Manmohan Chandraker (BMVC, 2020)

Weakly-Supervised Semantic Segmentation via Sub-Category Exploration. - Yu-Ting Chang; Qiaosong Wang; Wei-Chih Hung; Robinson Piramuthu; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (CVPR, 2020)

BiFuse: Monocular 360 Depth Estimation via Bi-Projection Fusion. - Fu-En Wang; Yu-Hsuan Yeh; Min Sun 001; Wei-Chen Chiu; Yi-Hsuan Tsai (CVPR, 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 001 (ECCV (9), 2020)

Colorization of Depth Map via Disentanglement. - Chung-Sheng Lai; Zunzhi You; Chingchun Huang; Yi-Hsuan Tsai; Wei-Chen Chiu (ECCV (7), 2020)

Domain Adaptive Semantic Segmentation Using Weak Labels. - Sujoy Paul; Yi-Hsuan Tsai; Samuel Schulter; Amit K. Roy-Chowdhury; Manmohan Chandraker (ECCV (9), 2020)

Object Detection with a Unified Label Space from Multiple Datasets. - Xiangyun Zhao; Samuel Schulter; Gaurav Sharma; Yi-Hsuan Tsai; Manmohan Chandraker; Ying Wu 001 (ECCV (14), 2020)

360SD-Net: 360° Stereo Depth Estimation with Learnable Cost Volume. - Ning-Hsu Wang; Bolivar Solarte; Yi-Hsuan Tsai; Wei-Chen Chiu; Min Sun 001 (ICRA, 2020)

Image Hashing via Linear Discriminant Learning. - Weixiang Hong; Yu-Ting Chang; Haifang Qin; Wei-Chih Hung; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (WACV, 2020)

LayoutMP3D: Layout Annotation of Matterport3D. - Fu-En Wang; Yu-Hsuan Yeh; Min Sun 001; Wei-Chen Chiu; Yi-Hsuan Tsai (CoRR, 2020)

Voting-based Approaches For Differentially Private Federated Learning. - Yuqing Zhu 005; Xiang Yu 002; Yi-Hsuan Tsai; Francesco Pittaluga; Masoud Faraki; Manmohan Chandraker; Yu-Xiang Wang 003 (CoRR, 2020)

VOSTR: Video Object Segmentation via Transferable Representations. - Yi-Wen Chen; Yi-Hsuan Tsai; Yen-Yu Lin; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2020)

Transfer learning in computer vision tasks: Remember where you come from. - Xuhong Li 002; Yves Grandvalet; Franck Davoine; Jingchun Cheng; Yin Cui; Han Zhang 005; Serge J. Belongie; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (Image Vis. Comput., 2020)

Learning to Hide Residual for Boosting Image Compression. - Yi-Lun Lee; Yen-Chung Chen; Min-Yuan Tseng; Yi-Hsuan Tsai; Wei-Chen Chiu (BMVC, 2021)

Cross-Domain Similarity Learning for Face Recognition in Unseen Domains. - Masoud Faraki; Xiang Yu 002; Yi-Hsuan Tsai; Yumin Suh; Manmohan Chandraker (CVPR, 2021)

LED2-Net: Monocular 360deg Layout Estimation via Differentiable Depth Rendering. - Fu-En Wang; Yu-Hsuan Yeh; Min Sun 001; Wei-Chen Chiu; Yi-Hsuan Tsai (CVPR, 2021)

Learning Cross-Modal Contrastive Features for Video Domain Adaptation. - Donghyun Kim 006; Yi-Hsuan Tsai; Bingbing Zhuang; Xiang Yu 002; 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 (ICCV, 2021)

Robust 360-8PA: Redesigning The Normalized 8-point Algorithm for 360-FoV Images. - Bolivar Solarte; Chin-Hsuan Wu; Kuan-Wei Lu; Yi-Hsuan Tsai; Wei-Chen Chiu; Min Sun 001 (ICRA, 2021)

End-to-end Multi-modal Video Temporal Grounding. - Yi-Wen Chen; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (NeurIPS, 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 (WACV, 2021)

LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering. - Fu-En Wang; Yu-Hsuan Yeh; Min Sun 001; Wei-Chen Chiu; Yi-Hsuan Tsai (CoRR, 2021)

Learning to Caricature via Semantic Shape Transform. - Wenqing Chu; Wei-Chih Hung; Yi-Hsuan Tsai; Yu-Ting Chang; Yijun Li 001; Deng Cai 001; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2021)

Learning Object-level Point Augmentor for Semi-supervised 3D Object Detection. - Cheng-Ju Ho; Chen-Hsuan Tai; Yi-Hsuan Tsai; Yen-Yu Lin; Ming-Hsuan Yang 001 (BMVC, 2022)

Learning to Learn across Diverse Data Biases in Deep Face Recognition. - Chang Liu 022; Xiang Yu 002; Yi-Hsuan Tsai; Masoud Faraki; Ramin Moslemi; Manmohan Chandraker; Yun Fu 001 (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 002; Samuel Schulter; Yumin Suh; Mehrtash Harandi; Manmohan Chandraker (CVPR, 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 (ECCV (28), 2022)

Learning Phase Mask for Privacy-Preserving Passive Depth Estimation. - Zaid Tasneem; Giovanni Milione; Yi-Hsuan Tsai; Xiang Yu 002; Ashok Veeraraghavan; Manmohan Chandraker; Francesco Pittaluga (ECCV (7), 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 (27), 2022)

Self-Supervised Feature Learning from Partial Point Clouds via Pose Disentanglement. - Meng-Shiun Tsai; Pei-Ze Chiang; Yi-Hsuan Tsai; Wei-Chen Chiu (IROS, 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 001 (NeurIPS, 2022)

Intelligent DNA methylation biomarker selection for colorectal cancer. - Yi-Hsuan Tsai; Lucy Yi-Hsuan Lai; Yun-Te Liao; Shu-Jen Chen; Tun-Wen Pai; Margaret Dah-Tsyr Chang (SMC, 2022)

Semi-supervised Multi-task Learning for Semantics and Depth. - Yufeng Wang 004; Yi-Hsuan Tsai; Wei-Chih Hung; Wenrui Ding; Shuo Liu; Ming-Hsuan Yang 001 (WACV, 2022)

Understanding Synonymous Referring Expressions via Contrastive Features. - Yi-Wen Chen; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (Int. J. Comput. Vis., 2022)

360-DFPE: Leveraging Monocular 360-Layouts for Direct Floor Plan Estimation. - Bolivar Solarte; Yueh-Cheng Liu; Chin-Hsuan Wu; Yi-Hsuan Tsai; Min Sun 001 (IEEE Robotics Autom. Lett., 2022)

Multimodal Prompting with Missing Modalities for Visual Recognition. - Yi-Lun Lee; Yi-Hsuan Tsai; Wei-Chen Chiu; Chen-Yu Lee (CVPR, 2023)

Delving into Motion-Aware Matching for Monocular 3D Object Tracking. - Kuan-Chih Huang; Ming-Hsuan Yang 001; Yi-Hsuan Tsai (ICCV, 2023)

Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection. - Cheng-Ju Ho; Chen-Hsuan Tai; Yen-Yu Lin; Ming-Hsuan Yang 001; Yi-Hsuan Tsai (NeurIPS, 2023)

Data Efficient Incremental Learning via Attentive Knowledge Replay. - Yi-Lun Lee; Dian-Shan Chen; Chen-Yu Lee; Yi-Hsuan Tsai; Wei-Chen Chiu (SMC, 2023)

Text-driven Editing of 3D Scenes without Retraining. - Shuangkang Fang; Yufeng Wang 004; Yi Yang 033; Yi-Hsuan Tsai; Wenrui Ding; Ming-Hsuan Yang 001; Shuchang Zhou 001 (CoRR, 2023)

BiFuse++: Self-Supervised and Efficient Bi-Projection Fusion for 360° Depth Estimation. - Fu-En Wang; Yu-Hsuan Yeh; Yi-Hsuan Tsai; Wei-Chen Chiu; Min Sun 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection. - Kuan-Chih Huang; Weijie Lyu; Ming-Hsuan Yang 001; Yi-Hsuan Tsai (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 001 (CVPR, 2024)

Text-Driven Image Editing via Learnable Regions. - Yuanze Lin; Yi-Wen Chen; Yi-Hsuan Tsai; Lu Jiang 004; Ming-Hsuan Yang 001 (CVPR, 2024)

Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts. - Shuangkang Fang; Yufeng Wang 004; Yi-Hsuan Tsai; Yi Yang 033; Wenrui Ding; Shuchang Zhou 001; Ming-Hsuan Yang 001 (ECCV (42), 2024)

Weakly Supervised 3D Object Detection via Multi-level Visual Guidance. - Kuan-Chih Huang; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (ECCV (1), 2024)

Self-training Room Layout Estimation via Geometry-Aware Ray-Casting. - Bolivar Solarte; Chin-Hsuan Wu; Jin-Cheng Jhang; Jonathan Lee; Yi-Hsuan Tsai; Min Sun 001 (ECCV (45), 2024)

Gaga: Group Any Gaussians via 3D-aware Memory Bank. - Weijie Lyu; Xueting Li; Abhijit Kundu; Yi-Hsuan Tsai; Ming-Hsuan Yang 001 (CoRR, 2024)

Learning Frame-Wise Emotion Intensity for Audio-Driven Talking-Head Generation. - Jingyi Xu; Hieu Le 001; Zhixin Shu; Yang Wang 001; Yi-Hsuan Tsai; Dimitris Samaras (CoRR, 2024)

Delve into Visual Contrastive Decoding for Hallucination Mitigation of Large Vision-Language Models. - Yi-Lun Lee; Yi-Hsuan Tsai; Wei-Chen Chiu (CoRR, 2024)

Exemplar Masking for Multimodal Incremental Learning. - Yi-Lun Lee; Chen-Yu Lee; Wei-Chen Chiu; Yi-Hsuan Tsai (CVPR Workshops, 2025)

Toward Real-world BEV Perception: Depth Uncertainty Estimation via Gaussian Splatting. - Shu-Wei Lu; Yi-Hsuan Tsai; Yi-Ting Chen 001 (CVPR, 2025)

Ranking-aware adapter for text-driven image ordering with CLIP. - Wei-Hsiang Yu; Yen-Yu Lin; Ming-Hsuan Yang 001; Yi-Hsuan Tsai (ICLR, 2025)

uLayout: Unified Room Layout Estimation for Perspective and Panoramic Images. - Jonathan Lee; Bolivar Solarte; Chin-Hsuan Wu; Jin-Cheng Jhang; Fu-En Wang; Yi-Hsuan Tsai; Min Sun 001 (WACV, 2025)

DNA methylation biomarker analysis from low-survival-rate cancers based on genetic functional approaches. - Yi-Hsuan Tsai; Prasenjit Mitra; David Taniar; Tun-Wen Pai (Frontiers Bioinform., 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 001; David Crandall; Yi-Hsuan Tsai (CoRR, 2025)

Beyond Words: Multimodal LLM Knows When to Speak. - Zikai Liao; Yi Ouyang; Yi-Lun Lee; Chen-Ping Yu; Yi-Hsuan Tsai; Zhaozheng Yin (CoRR, 2025)

EgoVIS@CVPR: 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 001; David Crandall; Yi-Hsuan Tsai (CoRR, 2025)

Low-Rank Head Avatar Personalization with Registers. - Sai Tanmay Reddy Chakkera; Aggelina Chatziagapi; Md Moniruzzaman; Chen-Ping Yu; Yi-Hsuan Tsai; Dimitris Samaras (CoRR, 2025)

IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation. - Yuanze Lin; Yi-Wen Chen; Yi-Hsuan Tsai; Ronald Clark; Ming-Hsuan Yang 001 (CoRR, 2025)

MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh. - Shuangkang Fang; I-Chao Shen; Yufeng Wang 004; Yi-Hsuan Tsai; Yi Yang 033; Shuchang Zhou 001; Wenrui Ding; Takeo Igarashi; Ming-Hsuan Yang 001 (CoRR, 2025)