A Fair Generative Model Using LeCam Divergence. - Soobin Um; Changho Suh (AAAI, 2023)

Don't Play Favorites: Minority Guidance for Diffusion Models. - Soobin Um; Jong Chul Ye (CoRR, 2023)

Self-Guided Generation of Minority Samples Using Diffusion Models. - Soobin Um; Jong Chul Ye (ECCV (68), 2024)

Don't Play Favorites: Minority Guidance for Diffusion Models. - Soobin Um; Suhyeon Lee 004; Jong Chul Ye (ICLR, 2024)

MinorityPrompt: Text to Minority Image Generation via Prompt Optimization. - Soobin Um; Jong Chul Ye (CoRR, 2024)

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

Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation. - Soobin Um; Beomsu Kim; Jong Chul Ye (CoRR, 2025)

Physics-guided and fabrication-aware inverse design of photonic devices using diffusion models. - Dongjin Seo; Soobin Um; Sangbin Lee; Jong Chul Ye; Haejun Chung (CoRR, 2025)