IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
NiCI-Pruning: Enhancing Diffusion Model Pruning via Noise in Clean Image Guidance.
Junzhu Mao, Zeren Sun, Yazhou Yao, Tianfei Zhou, Liqiang Nie, Xiansheng Hua
Published: 202510.1109/TIP.2025.3643138
Abstract
The substantial successes achieved by diffusion probabilistic models have prompted the study of their employment in resource-limited scenarios. Pruning methods have been proven effective in compressing discriminative models relying on the correlation…
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