An Analytical Theory of Spectral Bias in the Learning Dynamics of Diffusion Models

NeurIPSSpotlight2025

Authors: Binxu Wang, Cengiz Pehlevan
Venue: NeurIPS 2025
Track: Spotlight

TL;DR

We develop an analytical framework for understanding how the learned distribution evolves during diffusion model training…

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Topics

diffusion theory

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