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2502.04393
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UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation
6 February 2025
Wenzhang Sun
Qirui Hou
Donglin Di
Jiahui Yang
Yongjia Ma
Jianxun Cui
DiffM
VGen
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Papers citing
"UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation"
6 / 6 papers shown
Predictive Feature Caching for Training-free Acceleration of Molecular Geometry Generation
Johanna Sommer
John Rachwan
Nils Fleischmann
Stephan Günnemann
Bertrand Charpentier
128
1
0
06 Oct 2025
Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
Shikang Zheng
Guantao Chen
Qinming Zhou
Yuqi Lin
Lixuan He
Chang Zou
Peiliang Cai
Jiacheng Liu
Linfeng Zhang
157
2
0
05 Oct 2025
V.I.P. : Iterative Online Preference Distillation for Efficient Video Diffusion Models
Jisoo Kim
Wooseok Seo
Junwan Kim
Seungho Park
Sooyeon Park
Youngjae Yu
VGen
216
1
0
05 Aug 2025
Evolutionary Caching to Accelerate Your Off-the-Shelf Diffusion Model
Anirud Aggarwal
Abhinav Shrivastava
M. Gwilliam
424
0
0
18 Jun 2025
OminiControl2: Efficient Conditioning for Diffusion Transformers
Zhenxiong Tan
Qiaochu Xue
Xingyi Yang
Songhua Liu
Xinchao Wang
DiffM
259
28
0
11 Mar 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
Jiacheng Liu
Chang Zou
Yuanhuiyi Lyu
Junjie Chen
Linfeng Zhang
DiffM
440
33
0
10 Mar 2025
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