| SelecMix: Debiased Learning by Contradicting-pair Sampling I Hwang, S Lee, Y Kwak, SJ Oh, D Teney, JH Kim, BT Zhang Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022 | 16 | 2022 |
| Improving Robustness to Texture Bias via Shape-focused Augmentation S Lee, I Hwang, GC Kang, BT Zhang CVPR 2022 Workshop on Human-centered Intelligent Services: Safety and …, 2022 | 10 | 2022 |
| On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition I Hwang, Y Kwak, YJ Song, BT Zhang, S Lee The 2nd Conference on Causal Learning and Reasoning (CLeaR 2023), 2023 | 3 | 2023 |
| Learning Geometry-aware Representations by Sketching H Lee, I Hwang, H Go, WS Choi, K Kim, BT Zhang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), 2023 | 1 | 2023 |
| On Positivity Condition for Causal Inference I Hwang*, Y Choe*, Y Kwon, S Lee The 41st International Conference on Machine Learning (ICML 2024), 2024 | | 2024 |
| Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learning I Hwang, Y Kwak, S Choi, BT Zhang, S Lee The 41st International Conference on Machine Learning (ICML 2024), 2024 | | 2024 |
| Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction Y Kwak*, I Hwang*, D Kim, S Lee, BT Zhang The 40th Conference on Uncertainty in Artificial Intelligence (UAI 2024), 2024 | | 2024 |
| Causal Discovery with Deductive Reasoning: One Less Problem J Kim, I Hwang, S Lee The 40th Conference on Uncertainty in Artificial Intelligence (UAI 2024), 2024 | | 2024 |
| Quantized Local Independence Discovery for Fine-Grained Causal Dynamics Learning in Reinforcement Learning I Hwang, Y Kwak, S Choi, BT Zhang, S Lee NeurIPS 2023 Workshop on Generalization in Planning, 2023 | | 2023 |
| On the Importance of Critical Period in Multi-stage Reinforcement Learning J Park, I Hwang, MW Lee, H Oh, M Lee, Y Lee, BT Zhang ICML 2022 Workshop on Complex Feedback in Online Learning, 2022 | | 2022 |
Byoung-Tak ZhangProfessor of Computer Science, Cognitive Science, and Brain Science, Seoul National UniversityПотвърден имейл адрес: bi.snu.ac.kr
