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Tsai, Yi-Hsuan

  1. Adversarial Learning for Semi-Supervised Semantic Segmentation
    2018/02/22 by Wei-Chih Hung, Hung, Wei-Chih, Yi–Hsuan Tsai +7 · 21 citations
    Computer Science · #Advanced Neural Network Applications #Digital Media Forensic Detection #Adversarial Robustness in Machine Learning
  2. Learning to Adapt Structured Output Space for Semantic Segmentation
    2018/02/28 by Tsai, Yi-Hsuan, Hung, Wei-Chih, Schulter, Samuel +3 · 17 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. Multimodal Prompting with Missing Modalities for Visual Recognition
    2023/03/06 by Yi-Lun Lee, Lee, Yi-Lun, Yi–Hsuan Tsai +5 · 13 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  4. Deep Image Harmonization
    2017/02/28 by Yi–Hsuan Tsai, Tsai, Yi-Hsuan, Xiaohui Shen +9 · 11 citations
    Computer Science · #Image Enhancement Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
  5. MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation
    2022/04/27 by Inkyu Shin, Shin, Inkyu, Yi–Hsuan Tsai +13 · 10 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  6. Progressive Domain Adaptation for Object Detection
    2019/10/24 by Han-Kai Hsu, Hsu, Han-Kai, Chun-Han Yao +11 · 10 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Advanced Neural Network Applications
  7. Gaga: Group Any Gaussians via 3D-aware Memory Bank
    2024/04/11 by Weijie Lyu, Lyu, Weijie, Xueting Li +7 · 11 citations
    Computer Science · #Video Surveillance and Tracking Methods #Generative Adversarial Networks and Image Synthesis #Advanced Vision and Imaging
  8. End-to-end Multi-modal Video Temporal Grounding
    2021/07/12 by Chen, Yi-Wen, Tsai, Yi-Hsuan, Yang, Ming-Hsuan · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector
    2020/08/19 by Hsu, Cheng-Chun, Tsai, Yi-Hsuan, Lin, Yen-Yu +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  10. Object Detection with a Unified Label Space from Multiple Datasets
    2020/08/15 by Zhao, Xiangyun, Schulter, Samuel, Sharma, Gaurav +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Fast and Accurate Online Video Object Segmentation via Tracking Parts
    2018/06/06 by Jingchun Cheng, Cheng, Jingchun, Yi–Hsuan Tsai +7 · 4 citations
    Computer Science · #Visual Attention and Saliency Detection #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
  12. Active Adversarial Domain Adaptation
    2019/04/16 by Su, Jong-Chyi, Tsai, Yi-Hsuan, Sohn, Kihyuk +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Weakly-Supervised Semantic Segmentation via Sub-category Exploration
    2020/08/03 by Yu-Ting Chang, Qiaosong Wang, Chang, Yu-Ting +9 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  14. LED2-Net: Monocular 360 Layout Estimation via Differentiable Depth Rendering
    2021/04/01 by Fu-En Wang, Wang, Fu-En, Yu-Hsuan Yeh +7 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  15. SegFlow: Joint Learning for Video Object Segmentation and Optical Flow
    2017/09/20 by Jingchun Cheng, Yi–Hsuan Tsai, Cheng, Jingchun +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  16. Text-Driven Image Editing via Learnable Regions
    2023/11/28 by Yuanze Lin, Lin, Yuanze, Yiwen Chen +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  17. Toward Real-world BEV Perception: Depth Uncertainty Estimation via Gaussian Splatting
    2025/04/02 by Shu-Wei Lu, Yi-Hsuan Tsai, Lu, Shu-Wei +3 · 10 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Infrared Target Detection Methodologies
  18. Learning Cross-modal Contrastive Features for Video Domain Adaptation
    2021/08/26 by Kim, Donghyun, Tsai, Yi-Hsuan, Zhuang, Bingbing +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Action-slot: Visual Action-centric Representations for Multi-label Atomic Activity Recognition in Traffic Scenes
    2023/11/29 by Chi-Hsi Kung, Kung, Chi-Hsi, Shu-Wei Lu +5 · 5 citations
    Computer Science · Health Professions · Medicine · #Anomaly Detection Techniques and Applications #Cardiac Arrest and Resuscitation #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Occupational Health and Safety Research
  20. Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization
    2020/08/03 by Yu-Ting Chang, Chang, Yu-Ting, Qiaosong Wang +9 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications
  21. Referring Expression Object Segmentation with Caption-Aware Consistency
    2019/10/10 by Chen, Yi-Wen, Tsai, Yi-Hsuan, Wang, Tiantian +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. Regularizing Meta-Learning via Gradient Dropout
    2020/04/13 by Tseng, Hung-Yu, Chen, Yi-Wen, Tsai, Yi-Hsuan +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  23. Semi-supervised Multi-task Learning for Semantics and Depth
    2021/10/14 by Wang, Yufeng, Tsai, Yi-Hsuan, Hung, Wei-Chih +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Chat-Edit-3D: Interactive 3D Scene Editing via Text Prompts
    2024/07/09 by Fang, Shuangkang, Wang, Yufeng, Tsai, Yi-Hsuan +4 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. On Generalizing Beyond Domains in Cross-Domain Continual Learning
    2022/03/08 by Christian Simon, Simon, Christian, Masoud Faraki +13 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  26. Delving into Motion-Aware Matching for Monocular 3D Object Tracking
    2023/08/22 by Huang, Kuan-Chih, Yang, Ming-Hsuan, Tsai, Yi-Hsuan · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Weakly Supervised 3D Object Detection via Multi-Level Visual Guidance
    2023/12/12 by Huang, Kuan-Chih, Tsai, Yi-Hsuan, Yang, Ming-Hsuan · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. PTT: Point-Trajectory Transformer for Efficient Temporal 3D Object Detection
    2023/12/13 by Kuan‐Chih Huang, Weijie Lyu, Huang, Kuan-Chih +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  29. Plug-and-Play: Improve Depth Estimation via Sparse Data Propagation
    2018/12/20 by Wang, Tsun-Hsuan, Wang, Fu-En, Lin, Juan-Ting +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  30. 3D LiDAR and Stereo Fusion using Stereo Matching Network with Conditional Cost Volume Normalization
    2019/04/05 by Wang, Tsun-Hsuan, Hu, Hou-Ning, Lin, Chieh Hubert +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  31. 360SD-Net: 360° Stereo Depth Estimation with Learnable Cost Volume
    2019/11/11 by Wang, Ning-Hsu, Solarte, Bolivar, Tsai, Yi-Hsuan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Domain Adaptive Semantic Segmentation Using Weak Labels
    2020/07/30 by Paul, Sujoy, Tsai, Yi-Hsuan, Schulter, Samuel +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Voting-based Approaches For Differentially Private Federated Learning
    2020/10/09 by Zhu, Yuqing, Yu, Xiang, Tsai, Yi-Hsuan +4 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. Cross-Domain Similarity Learning for Face Recognition in Unseen Domains
    2021/03/12 by Faraki, Masoud, Yu, Xiang, Tsai, Yi-Hsuan +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Towards Interpretable Deep Networks for Monocular Depth Estimation
    2021/08/11 by You, Zunzhi, Tsai, Yi-Hsuan, Chiu, Wei-Chen +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Beyond Words: Multimodal LLM Knows When to Speak
    2025/05/20 by Yi Ouyang, Liao, Zikai, Yi-Lun Lee +8 · 3 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lexicography and Language Studies #Natural Language Processing Techniques #Translation Studies and Practices
  37. 360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning
    2022/10/24 by Bolivar Solarte, Solarte, Bolivar, Chin-Hsuan Wu +7 · 1 citation
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  38. IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation
    2025/06/03 by Yuanze Lin, Yi-Wen Chen, Lin, Yuanze +7 · 2 citations
    Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  39. Delve into Visual Contrastive Decoding for Hallucination Mitigation of Large Vision-Language Models
    2024/12/09 by Yi-Lun Lee, Lee, Yi-Lun, Yi-Hsuan Tsai +3 · 1 citation
    Neuroscience · #Hallucinations in medical conditions
  40. MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh
    2025/08/02 by Fang, Shuangkang, Shen, I-Chao, Wang, Yufeng +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  41. What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning
    2025/03/27 by Kung, Chi-Hsi, Ramirez, Frangil, Ha, Juhyung +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences