Soobin Um

According to our database, Soobin Um authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation.

Soobin Um, Beomsu Kim, Jong Chul Ye

CoRR, February, 2025

2024

MinorityPrompt: Text to Minority Image Generation via Prompt Optimization.

Soobin Um, Jong Chul Ye

CoRR, 2024

Don't Play Favorites: Minority Guidance for Diffusion Models.

Soobin Um, Suhyeon Lee, Jong Chul Ye

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Self-Guided Generation of Minority Samples Using Diffusion Models.

Soobin Um, Jong Chul Ye

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Don't Play Favorites: Minority Guidance for Diffusion Models.

Soobin Um, Jong Chul Ye

CoRR, 2023

A Fair Generative Model Using LeCam Divergence.

Soobin Um, Changho Suh

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023