Ba-Thinh Lam

Importance-Aware OBS Pruning for Diffusion Models

Ba-Thinh Lam, Srijan Das, Hieu Le

We propose importance-aware pruning for diffusion models, a training-free framework that prioritizes preserving parameters critical to semantically salient image regions. To do so, we incorporate spatial importance maps -- derived from conditioning signals or model attention -- i…Read more