Lee, Donghwan

19 publications

IJCAI 2025 A Primal-Dual Perspective for Distributed TD-Learning Han-Dong Lim, Donghwan Lee

NeurIPS 2025 Pretraining a Shared Q-Network for Data-Efficient Offline Reinforcement Learning Jongchan Park, Mingyu Park, Donghwan Lee

ICML 2024 A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks Behrad Moniri, Donghwan Lee, Hamed Hassani, Edgar Dobriban

TMLR 2024 Finite-Time Analysis of Temporal Difference Learning with Experience Replay Han-Dong Lim, Donghwan Lee

NeurIPS 2024 Regularized Q-Learning Han-Dong Lim, Donghwan Lee

ECCVW 2024 RoSA Dataset: Road Construct Zone Segmentation for Autonomous Driving Jinwoo Kim, Kyounghwan An, Donghwan Lee

NeurIPSW 2023 A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks Behrad Moniri, Donghwan Lee, Hamed Hassani, Edgar Dobriban

ICLR 2023 Backstepping Temporal Difference Learning Han-Dong Lim, Donghwan Lee

ICML 2023 Demystifying Disagreement-on-the-Line in High Dimensions Donghwan Lee, Behrad Moniri, Xinmeng Huang, Edgar Dobriban, Hamed Hassani

JMLR 2023 T-Cal: An Optimal Test for the Calibration of Predictive Models Donghwan Lee, Xinmeng Huang, Hamed Hassani, Edgar Dobriban

CVPR 2023 TMO: Textured Mesh Acquisition of Objects with a Mobile Device by Using Differentiable Rendering Jaehoon Choi, Dongki Jung, Taejae Lee, Sangwook Kim, Youngdong Jung, Dinesh Manocha, Donghwan Lee

NeurIPS 2022 Collaborative Learning of Discrete Distributions Under Heterogeneity and Communication Constraints Xinmeng Huang, Donghwan Lee, Edgar Dobriban, Hamed Hassani

NeurIPSW 2022 Inducing Functions Through Reinforcement Learning Without Task Specification Junmo Cho, Donghwan Lee, Young-Gyu Yoon

ICCV 2021 DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes Dongki Jung, Jaehoon Choi, Yonghan Lee, Deokhwa Kim, Changick Kim, Dinesh Manocha, Donghwan Lee

CVPR 2021 Large-Scale Localization Datasets in Crowded Indoor Spaces Donghwan Lee, Soohyun Ryu, Suyong Yeon, Yonghan Lee, Deokhwa Kim, Cheolho Han, Yohann Cabon, Philippe Weinzaepfel, Nicolas Guerin, Gabriela Csurka, Martin Humenberger

WACV 2021 Local to Global: Efficient Visual Localization for a Monocular Camera Sang Jun Lee, Deokhwa Kim, Sung Soo Hwang, Donghwan Lee

NeurIPS 2020 A Unified Switching System Perspective and Convergence Analysis of Q-Learning Algorithms Donghwan Lee, Niao He

L4DC 2020 Periodic Q-Learning Donghwan Lee, Niao He

ICML 2019 Target-Based Temporal-Difference Learning Donghwan Lee, Niao He