Kwon, Dohyun

8 publications

ICML 2025 Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan Jaemoo Choi, Jaewoong Choi, Dohyun Kwon

NeurIPS 2024 Maximum Entropy Inverse Reinforcement Learning of Diffusion Models with Energy-Based Models Sangwoong Yoon, Himchan Hwang, Dohyun Kwon, Yung-Kyun Noh, Frank C. Park

UAI 2024 Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks Jy-yong Sohn, Dohyun Kwon, Seoyeon An, Kangwook Lee

ICLR 2024 On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation Jeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert D Nowak

ICML 2024 On the Complexity of First-Order Methods in Stochastic Bilevel Optimization Jeongyeol Kwon, Dohyun Kwon, Hanbaek Lyu

ICML 2023 A Fully First-Order Method for Stochastic Bilevel Optimization Jeongyeol Kwon, Dohyun Kwon, Stephen Wright, Robert D Nowak

ICML 2023 Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-Dictionary Learning Dohyun Kwon, Hanbaek Lyu

NeurIPS 2022 Score-Based Generative Modeling Secretly Minimizes the Wasserstein Distance Dohyun Kwon, Ying Fan, Kangwook Lee