Variance-Tilted Diffusion Models for Diverse Sampling

Iskander Azangulov, Leo Zhang, Kianoosh Ashouritaklimi

Diffusion models are typically sampled independently, even when the downstream objective is to obtain a diverse set of candidates. We introduce a variance-weighted batch distributi…