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Quantizing Diffusion Models from a Sampling-Aware Perspective

Published in ArXiv.org • May 4, 2025
NobleIDNI4P80W74R12S66
Authors:
Qian Zeng
,
Jie Song
,
Yuanyu Wan

Abstract

Diffusion models have recently emerged as the dominant approach in visual generation tasks. However, the lengthy denoising chains and the computationally intensive noise estimation networks hinder their applicability in low-latency and resource-limited environments. Previous research has endeavored ...

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