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Guillaume Sautiere

2 accepted papers

2024

Clockwork Diffusion: Efficient Generation With Model-Step Distillation

CVPR 2024highlight

This work aims to improve the efficiency of text-to-image diffusion models. While diffusion models use computationally expensive UNet-based denoising operations in every generation step we identify that not all operations are equally relevant for the final output quality. In particular we observe th…