Soobin Um
5 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
ECCV (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
generative model
(2)
variational inference
(1)
data augmentation
(1)
text-to-image generation
(1)
variational optimization
(1)
prompt optimization
(1)
latent diffusion model
(1)
demographic bia
(1)
fair generative model
(1)
minority sampling
(1)
lecam divergence
(1)
minority sample generation
(1)
minority generation
(1)
statistical learning
(1)
guided sampler
(1)
Papers
Minority-Focused Text-to-Image Generation via Prompt Optimization
CVPR 2025
Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation
ICML 2025
Self-Guided Generation of Minority Samples Using Diffusion Models
ECCV 2024
Don't Play Favorites: Minority Guidance for Diffusion Models
ICLR 2024
A Fair Generative Model Using LeCam Divergence
AAAI 2023