Zhang, Byoung-Tak

51 publications

WACV 2025 Background-Aware Moment Detection for Video Moment Retrieval Minjoon Jung, Youwon Jang, Seongho Choi, Joochan Kim, Jin-Hwa Kim, Byoung-Tak Zhang

ICLRW 2025 Exploring Ordinal Bias in Action Recognition for Instructional Videos Joochan Kim, Minjoon Jung, Byoung-Tak Zhang

NeurIPS 2025 How Classifier Features Transfer to Downstream: An Asymptotic Analysis in a Two-Layer Model Hee Bin Yoo, Sungyoon Lee, Cheongjae Jang, Dong-Sig Han, Jaein Kim, Seunghyeon Lim, Byoung-Tak Zhang

ICCV 2025 OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics Yeon-Ji Song, Jaein Kim, Suhyung Choi, Jin-Hwa Kim, Byoung-Tak Zhang

CVPR 2025 On the Consistency of Video Large Language Models in Temporal Comprehension Minjoon Jung, Junbin Xiao, Byoung-Tak Zhang, Angela Yao

AAAI 2025 Truncated Gaussian Policy for Debiased Continuous Control Ganghun Lee, Minji Kim, Minsu Lee, Byoung-Tak Zhang

TMLR 2025 Variational Online Mirror Descent for Robust Learning in Schrödinger Bridge Dong-Sig Han, Jaein Kim, Hee Bin Yoo, Byoung-Tak Zhang

NeurIPSW 2024 Can Video Large Language Models Comprehend Language in Videos? Minjoon Jung, Junbin Xiao, Byoung-Tak Zhang, Angela Yao

ECCV 2024 Continuous SO(3) Equivariant Convolution for 3D Point Cloud Analysis Jaein Kim, Hee Bin Yoo, Dong-Sig Han, Yeon-Ji Song, Byoung-Tak Zhang

AAAI 2024 DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning Won-Seok Choi, Hyundo Lee, Dong-Sig Han, Junseok Park, Heeyeon Koo, Byoung-Tak Zhang

UAI 2024 Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction Yunhyeok Kwak, Inwoo Hwang, Dooyoung Kim, Sanghack Lee, Byoung-Tak Zhang

ICML 2024 Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning Inwoo Hwang, Yunhyeok Kwak, Suhyung Choi, Byoung-Tak Zhang, Sanghack Lee

NeurIPSW 2024 Locality-Aware Concept Bottleneck Model Sujin Jeon, Inwoo Hwang, Sanghack Lee, Byoung-Tak Zhang

AAAI 2024 Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning Junseok Park, Yoonsung Kim, Hee bin Yoo, Min Whoo Lee, Kibeom Kim, Won-Seok Choi, Minsu Lee, Byoung-Tak Zhang

CVPR 2023 Learning Geometry-Aware Representations by Sketching Hyundo Lee, Inwoo Hwang, Hyunsung Go, Won-Seok Choi, Kibeom Kim, Byoung-Tak Zhang

NeurIPSW 2023 Learning Object Motion and Appearance Dynamics with Object-Centric Representations Yeon-Ji Song, Hyunseo Kim, Suhyung Choi, Jin-Hwa Kim, Byoung-Tak Zhang

ICCV 2023 Neural Collage Transfer: Artistic Reconstruction via Material Manipulation Ganghun Lee, Minji Kim, Yunsu Lee, Minsu Lee, Byoung-Tak Zhang

CLeaR 2023 On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition Inwoo Hwang, Yunhyeok Kwak, Yeon-Ji Song, Byoung-Tak Zhang, Sanghack Lee

NeurIPSW 2023 Quantized Local Independence Discovery for Fine-Grained Causal Dynamics Learning in Reinforcement Learning Inwoo Hwang, Yunhyeok Kwak, Suhyung Choi, Byoung-Tak Zhang, Sanghack Lee

CVPR 2023 The Dialog Must Go on: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang, Sungdong Kim, Jin-Hwa Kim, Donghyun Kwak, Byoung-Tak Zhang

ICMLW 2022 Generative Self-Training Improves Pre-Training for Visual Dialog Gi-Cheon Kang, Sungdong Kim, Jin-Hwa Kim, Donghyun Kwak, Byoung-Tak Zhang

CVPRW 2022 Improving Robustness to Texture Bias via Shape-Focused Augmentation Sangjun Lee, Inwoo Hwang, Gi-Cheon Kang, Byoung-Tak Zhang

IJCAI 2022 PlaceNet: Neural Spatial Representation Learning with Multimodal Attention Chung-Yeon Lee, Youngjae Yoo, Byoung-Tak Zhang

NeurIPS 2022 Robust Imitation via Mirror Descent Inverse Reinforcement Learning Dong-Sig Han, Hyunseo Kim, Hyundo Lee, JeHwan Ryu, Byoung-Tak Zhang

NeurIPS 2022 SelecMix: Debiased Learning by Contradicting-Pair Sampling Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang

ICMLW 2022 SelecMix: Debiased Learning by Mixing up Contradicting Pairs Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak, Seong Joon Oh, Damien Teney, Jin-Hwa Kim, Byoung-Tak Zhang

CVPR 2022 Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness Jiseob Kim, Jihoon Lee, Byoung-Tak Zhang

AAAI 2021 DramaQA: Character-Centered Video Story Understanding with Hierarchical QA Seongho Choi, Kyoung-Woon On, Yu-Jung Heo, Ahjeong Seo, Youwon Jang, Min Su Lee, Byoung-Tak Zhang

NeurIPS 2021 Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning Kibeom Kim, Min Whoo Lee, Yoonsung Kim, JeHwan Ryu, Minsu Lee, Byoung-Tak Zhang

ICML 2021 Message Passing Adaptive Resonance Theory for Online Active Semi-Supervised Learning Taehyeong Kim, Injune Hwang, Hyundo Lee, Hyunseo Kim, Won-Seok Choi, Joseph J Lim, Byoung-Tak Zhang

AAAI 2020 Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang

CVPRW 2020 Hierarchical Color Learning in Convolutional Neural Networks Chris Hickey, Byoung-Tak Zhang

ICCVW 2019 Spatial Perception by Object-Aware Visual Scene Representation Chung-yeon Lee, Hyundo Lee, Injune Hwang, Byoung-Tak Zhang

NeurIPS 2018 Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang

NeurIPS 2018 Bilinear Attention Networks Jin-Hwa Kim, Jaehyun Jun, Byoung-Tak Zhang

ECCV 2018 Multimodal Dual Attention Memory for Video Story Question Answering Kyung-Min Kim, Seong-Ho Choi, Jin-Hwa Kim, Byoung-Tak Zhang

AAAI 2018 Perception-Action-Learning System for Mobile Social-Service Robots Using Deep Learning Beom-Jin Lee, Jinyoung Choi, Chung-yeon Lee, Kyung-Wha Park, Sungjun Choi, Cheolho Han, Dong-Sig Han, Christina Baek, Patrick Mokodir Emaase, Byoung-Tak Zhang

ECCVW 2018 Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-Label Video Classification Eun-Sol Kim, Kyoung-Woon On, Jongseok Kim, Yu-Jung Heo, Seong-Ho Choi, Hyun-Dong Lee, Byoung-Tak Zhang

IJCAI 2017 DeepStory: Video Story QA by Deep Embedded Memory Networks Kyung-Min Kim, Min-Oh Heo, Seong-Ho Choi, Byoung-Tak Zhang

ICLR 2017 Hadamard Product for Low-Rank Bilinear Pooling Jin-Hwa Kim, Kyoung Woon On, Woosang Lim, Jeonghee Kim, Jung-Woo Ha, Byoung-Tak Zhang

NeurIPS 2017 Overcoming Catastrophic Forgetting by Incremental Moment Matching Sang-Woo Lee, Jin-Hwa Kim, Jaehyun Jun, Jung-Woo Ha, Byoung-Tak Zhang

IJCAI 2016 DeepSchema: Automatic Schema Acquisition from Wearable Sensor Data in Restaurant Situations Eun-Sol Kim, Kyoung-Woon On, Byoung-Tak Zhang

IJCAI 2016 Dual-Memory Deep Learning Architectures for Lifelong Learning of Everyday Human Behaviors Sang-Woo Lee, Chung-yeon Lee, Dong-Hyun Kwak, Jiwon Kim, Jeonghee Kim, Byoung-Tak Zhang

NeurIPS 2016 Multimodal Residual Learning for Visual QA Jin-Hwa Kim, Sang-Woo Lee, Donghyun Kwak, Min-Oh Heo, Jeonghee Kim, Jung-Woo Ha, Byoung-Tak Zhang

AAAI 2015 Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos JungWoo Ha, Kyung-Min Kim, Byoung-Tak Zhang

NeurIPS 2010 Generative Local Metric Learning for Nearest Neighbor Classification Yung-kyun Noh, Byoung-tak Zhang, Daniel D. Lee

AAAI 2010 Online Learning of Uneven Terrain for Humanoid Bipedal Walking Seung-Joon Yi, Byoung-Tak Zhang, Daniel D. Lee

ECML-PKDD 2004 Dynamic Asset Allocation Exploiting Predictors in Reinforcement Learning Framework Jangmin O, Jae Won Lee, Jongwoo Lee, Byoung-Tak Zhang

MLJ 2003 Self-Organizing Latent Lattice Models for Temporal Gene Expression Profiling Byoung-Tak Zhang, Jinsan Yang, Sung Wook Chi

ICML 2002 A Boosted Maximum Entropy Model for Learning Text Chunking Seong-Bae Park, Byoung-Tak Zhang

ICML 2002 Stock Trading System Using Reinforcement Learning with Cooperative Agents Jangmin O, Jae Won Lee, Byoung-Tak Zhang