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Zhang, Byoung-Tak

  1. Overcoming Catastrophic Forgetting by Incremental Moment Matching
    2017/03/24 by Sang-Woo Lee, Lee, Sang-Woo, Jin-Hwa Kim +7 · 68 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
  2. Bilinear Attention Networks
    2018/05/21 by Jin-Hwa Kim, Kim, Jin-Hwa, Jae-Hyun Jun +3 · 30 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  3. DramaQA: Character-Centered Video Story Understanding with Hierarchical QA
    2020/05/07 by Seong-Ho Choi, Choi, Seongho, Kyoung-Woon On +11 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  4. Socratic Planner: Self-QA-Based Zero-Shot Planning for Embodied Instruction Following
    2024/04/21 by Suyeon Shin, Sujin Jeon, Shin, Suyeon +7 · 7 citations
    Computer Science · Social Sciences · #68T01 (Primary) 68T40 #68T45 (Secondary) #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Education and Critical Thinking Development #FOS: Computer and information sciences #Robotics (cs.RO) #Teaching and Learning Programming
  5. SelecMix: Debiased Learning by Contradicting-pair Sampling
    2022/11/04 by Inwoo Hwang, Sang-Jun Lee, Hwang, Inwoo +11 · 5 citations
    Computer Science · Environmental Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Hydrological Forecasting Using AI #Machine Learning (cs.LG) #Machine Learning and Data Classification
  6. Multimodal Residual Learning for Visual QA
    2016/06/05 by Kim, Jin-Hwa, Lee, Sang-Woo, Kwak, Dong-Hyun +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction
    2024/06/02 by Kwak, Yunhyeok, Hwang, Inwoo, Kim, Dooyoung +2 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation
    2018/05/28 by Taehyeong Kim, Min-Oh Heo, Kim, Taehyeong +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Human Pose and Action Recognition
  9. CLIP-RT: Learning Language-Conditioned Robotic Policies from Natural Language Supervision
    2024/11/01 by Gi-Cheon Kang, Jung-Hyun Kim, Kang, Gi-Cheon +6 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  10. DeepStory: Video Story QA by Deep Embedded Memory Networks
    2017/07/04 by Kyung-Min Kim, Kim, Kyung-Min, Min-Oh Heo +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #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
  11. Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning
    2024/06/05 by Inwoo Hwang, Hwang, Inwoo, Yunhyeok Kwak +7 · 5 citations
    Engineering · Computer Science · #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications #Reinforcement Learning in Robotics
  12. Background-aware Moment Detection for Video Moment Retrieval
    2023/06/05 by Minjoon Jung, Jung, Minjoon, Youwon Jang +9 · 3 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
  13. Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness
    2021/12/11 by Jiseob Kim, Kim, Jiseob, Jihoon Lee +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  14. The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training
    2022/05/25 by Kang, Gi-Cheon, Kim, Sungdong, Kim, Jin-Hwa +2 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering
    2022/04/22 by Heo, Yu-Jung, Kim, Eun-Sol, Choi, Woo Suk +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Robust Imitation via Mirror Descent Inverse Reinforcement Learning
    2022/10/20 by Dong-Sig Han, Hyunseo Kim, Han, Dong-Sig +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Receptor Mechanisms and Signaling
  17. CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication
    2017/12/15 by Jin-Hwa Kim, Kim, Jin-Hwa, Nikita Kitaev +13 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  18. Visual Explanations from Hadamard Product in Multimodal Deep Networks
    2017/12/18 by Kim, Jin-Hwa, Zhang, Byoung-Tak · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Dual Attention Networks for Visual Reference Resolution in Visual Dialog
    2019/02/25 by Kang, Gi-Cheon, Lim, Jaeseo, Zhang, Byoung-Tak · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. Zero-Shot Vision-and-Language Navigation with Collision Mitigation in Continuous Environment
    2024/10/07 by Jeong, Seongjun, Kang, Gi-Cheon, Kim, Joochan +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  21. Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering
    2021/06/19 by Ahjeong Seo, Gi-Cheon Kang, Seo, Ahjeong +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #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
  22. Cross-Modal Alignment Learning of Vision-Language Conceptual Systems
    2022/07/31 by Taehyeong Kim, Kim, Taehyeong, Hyeonseop Song +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #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
  23. On the Consistency of Video Large Language Models in Temporal Comprehension
    2024/11/20 by Minjoon Jung, Junbin Xiao, Jung, Minjoon +5 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  24. Learning Geometry-aware Representations by Sketching
    2023/04/17 by Hyundo Lee, Inwoo Hwang, Lee, Hyundo +8 · 2 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 #Human Pose and Action Recognition
  25. Continual Vision-and-Language Navigation
    2024/03/22 by Jeong, Seongjun, Kang, Gi-Cheon, Choi, Seongho +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  26. OV-MAP : Open-Vocabulary Zero-Shot 3D Instance Segmentation Map for Robots
    2024/10/14 by Juno Kim, Yesol Park, Kim, Juno +6 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction #Advanced Neural Network Applications
  27. On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition
    2024/05/12 by Inwoo Hwang, Hwang, Inwoo, Yunhyeok Kwak +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Rough Sets and Fuzzy Logic
  28. Locality-aware Concept Bottleneck Model
    2025/08/20 by Jeon, Sujin, Lee, Hyundo, Kim, Eungseo +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. EgoExo-Con: Exploring View-Invariant Video Temporal Understanding
    2025/10/30 by Jung, Minjoon, Xiao, Junbin, Kim, Junghyun +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences