Search Results for author: Minsang Park

Found 1 papers, 1 papers with code

Training Unbiased Diffusion Models From Biased Dataset

1 code implementation2 Mar 2024 Yeongmin Kim, Byeonghu Na, Minsang Park, JoonHo Jang, Dongjun Kim, Wanmo Kang, Il-Chul Moon

While directly applying it to score-matching is intractable, we discover that using the time-dependent density ratio both for reweighting and score correction can lead to a tractable form of the objective function to regenerate the unbiased data density.

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