Soobin Um

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@soobin-um

Assistant Professor at Kookmin University

MinorityPrompt. Official PyTorch Implementation of "Minority-Focused Text-to-Image Generation via Prompt Optimization" (CVPR 2025 Oral)

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minority-guidance. Official PyTorch Implementation of "Don't Play Favorites: Minority Guidance for Diffusion Models" (ICLR 2024)

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sg-minority. Official PyTorch Implementation of "Self-Guided Generation of Minority Samples Using Diffusion Models" (ECCV 2024)

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BnS. Official PyTorch Implementation of "Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation" (ICML 2025)

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jepa-guidance. Official Implementation of "Beyond Generative Priors: Minority Sampling with JEPA-Guided Diffusion" (ICML 2026)

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fairgen-LC. Official PyTorch Implementation of "A Fair Generative Model Using LeCam Divergence" (AAAI 2023 Oral)

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