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Inwoo Hwang
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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
142022
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
102022
On Discovery of Local Independence over Continuous Variables via Neural Contextual Decomposition
I Hwang, Y Kwak, YJ Song, BT Zhang, S Lee
2nd Conference on Causal Learning and Reasoning (CLeaR 2023), 2023
22023
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
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
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
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Articles 1–6