optimal-allocation

Tag

Cards List
#optimal-allocation

From Atoms to Entropy: Optimal Noise Allocation for Diffusion Training in the Convex Regime

arXiv cs.LG · 2026-07-24 Cached

This paper develops a statistical framework for optimal noise-level allocation in diffusion model training, showing that the optimal schedule is atomic in the coupled regime and follows a square-root entropy proxy in the independent-learner regime, with experiments confirming these predictions.

0 favorites 0 likes
← Back to home

Submit Feedback