Um, Soobin

6 publications

ICML 2025 Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation Soobin Um, Beomsu Kim, Jong Chul Ye

NeurIPS 2025 DPAIL: Training Diffusion Policy for Adversarial Imitation Learning Without Policy Optimization Yunseon Choi, Minchan Jeong, Soobin Um, Kee-Eung Kim

CVPR 2025 Minority-Focused Text-to-Image Generation via Prompt Optimization Soobin Um, Jong Chul Ye

ICLR 2024 Don't Play Favorites: Minority Guidance for Diffusion Models Soobin Um, Suhyeon Lee, Jong Chul Ye

ECCV 2024 Self-Guided Generation of Minority Samples Using Diffusion Models Soobin Um, Jong Chul Ye

AAAI 2023 A Fair Generative Model Using LeCam Divergence Soobin Um, Changho Suh