Byoung-tak Zhang

Hybrid State Representation for Video Procedure Planning WACV 2026 PeriUn: Enhancing Unlearning by Selectively Forgetting Peripheral Samples AAAI 2026 Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning AAAI 2026 Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models AAAI 2026 On the Consistency of Video Large Language Models in Temporal Comprehension CVPR 2025 Background-Aware Moment Detection for Video Moment Retrieval WACV 2025 CLIP-RT: Learning Language-Conditioned Robotic Policies from Natural Language Supervision RSS 2025 OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics ICCV 2025 Truncated Gaussian Policy for Debiased Continuous Control AAAI 2025 Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP 2025 Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning AAAI 2024 Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction UAI 2024 DUEL: Duplicate Elimination on Active Memory for Self-Supervised Class-Imbalanced Learning AAAI 2024 Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning ICML 2024 Continuous SO(3) Equivariant Convolution for 3D Point Cloud Analysis ECCV 2024 On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition CLEAR 2023 Learning Geometry-Aware Representations by Sketching CVPR 2023 The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training CVPR 2023 Neural Collage Transfer: Artistic Reconstruction via Material Manipulation ICCV 2023 Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval EMNLP 2022 Language-agnostic Semantic Consistent Text-to-Image Generation ACL 2022 Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering ACL 2022 SelecMix: Debiased Learning by Contradicting-pair Sampling NIPS 2022 Robust Imitation via Mirror Descent Inverse Reinforcement Learning NIPS 2022 Smooth-Swap: A Simple Enhancement for Face-Swapping With Smoothness CVPR 2022 Scene Graph Parsing via Abstract Meaning Representation in Pre-trained Language Models NAACL 2022 PlaceNet: Neural Spatial Representation Learning with Multimodal Attention IJCAI 2022 Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering ACL 2021 Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer EMNLP 2021 Devil’s Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification EMNLP 2021 DramaQA: Character-Centered Video Story Understanding with Hierarchical QA AAAI 2021 Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning ICML 2021 Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering IJCNLP 2021 Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning NIPS 2021 Toward General Scene Graph: Integration of Visual Semantic Knowledge with Entity Synset Alignment ACL 2020 Hypergraph Attention Networks for Multimodal Learning CVPR 2020 Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data AAAI 2020 Dual Attention Networks for Visual Reference Resolution in Visual Dialog IJCNLP 2019 Dual Attention Networks for Visual Reference Resolution in Visual Dialog EMNLP 2019 CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication ACL 2019 Multimodal Dual Attention Memory for Video Story Question Answering ECCV 2018 Bilinear Attention Networks NIPS 2018 Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog NIPS 2018 Overcoming Catastrophic Forgetting by Incremental Moment Matching NIPS 2017 DeepStory: Video Story QA by Deep Embedded Memory Networks IJCAI 2017 Dual-Memory Deep Learning Architectures for Lifelong Learning of Everyday Human Behaviors IJCAI 2016 DeepSchema: Automatic Schema Acquisition from Wearable Sensor Data in Restaurant Situations IJCAI 2016 Multimodal Residual Learning for Visual QA NIPS 2016 Generative Local Metric Learning for Nearest Neighbor Classification NIPS 2010 Text Chunking by Combining Hand-Crafted Rules and Memory-Based Learning ACL 2003 A Comparative Evaluation of Data-driven Models in Translation Selection of Machine Translation COLING 2002 Reducing Parsing Complexity by Intra-Sentence Segmentation based on Maximum Entropy Model ACL 2000 Reducing Parsing Complexity by Intra-Sentence Segmentation based on Maximum Entropy Model EMNLP 2000 Word Sense Disambiguation by Learning from Unlabeled Data ACL 2000