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Byoung‐Tak Zhang

  1. Overcoming Catastrophic Forgetting by Incremental Moment Matching
    2017/03/24 by Sang-Woo Lee, Jin-Hwa Kim, Lee, Sang-Woo +7 · 76 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 · 31 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 · 8 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. 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
  7. Background-aware Moment Detection for Video Moment Retrieval
    2023/06/05 by Minjoon Jung, Youwon Jang, Jung, Minjoon +9 · 4 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
  8. CLIP-RT: Learning Language-Conditioned Robotic Policies from Natural Language Supervision
    2024/11/01 by Gi-Cheon Kang, Kang, Gi-Cheon, Jung-Hyun Kim +6 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  9. 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
  10. 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
  11. 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)
  12. The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training
    2022/05/25 by Gi-Cheon Kang, Kang, Gi-Cheon, Sungdong Kim +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  13. Robust Imitation via Mirror Descent Inverse Reinforcement Learning
    2022/10/20 by Dong-Sig Han, Han, Dong-Sig, Hyunseo Kim +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
  14. 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
  15. Multi-focus Attention Network for Efficient Deep Reinforcement Learning
    2017/12/13 by Jin‐Young Choi, Choi, Jinyoung, Beom‐Jin Lee +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Reinforcement Learning in Robotics
  16. Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering
    2021/06/19 by Ahjeong Seo, Seo, Ahjeong, Gi-Cheon Kang +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
  17. Cross-Modal Alignment Learning of Vision-Language Conceptual Systems
    2022/07/31 by Taehyeong Kim, Hyeonseop Song, Kim, Taehyeong +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
  18. 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
  19. Constructing Hierarchical Q&A Datasets for Video Story Understanding
    2019/04/01 by Yu‐Jung Heo, Heo, Yu-Jung, Kyoung-Woon On +13 · 2 citations
    Computer Science · #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) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling
  20. 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
  21. 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
  22. Seg2Grasp: A Robust Modular Suction Grasping in Bin Picking
    2024/10/14 by Hye‐Jung Yoon, Hye-Jung Yoon, Juno Kim +4 · 2 citations
    Engineering · #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Soft Robotics and Applications