SparseDM: Toward Sparse Efficient Diffusion Models

SparseDM: Toward Sparse Efficient Diffusion Models

16 April 2024

Jianfei Chen

Papers citing "SparseDM: Toward Sparse Efficient Diffusion Models"

9 / 9 papers shown

Title
Sparse-to-Sparse Training of Diffusion Models Inês Cardoso Oliveira Decebal Constantin Mocanu Luis A. Leiva DiffM 78 0 0 30 Apr 2025
DyDiT++: Dynamic Diffusion Transformers for Efficient Visual Generation Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Hao Luo Yibing Song Gao Huang Fan Wang Yang You 59 0 0 09 Apr 2025
SQ-DM: Accelerating Diffusion Models with Aggressive Quantization and Temporal Sparsity Zichen Fan Steve Dai Rangharajan Venkatesan Dennis Sylvester Brucek Khailany MQ 43 0 0 28 Jan 2025
Dynamic Diffusion Transformer Wangbo Zhao Yizeng Han Jiasheng Tang Kai Wang Yibing Song Gao Huang Fan Wang Yang You 65 11 0 04 Oct 2024
Accelerating Transformer Pre-training with 2:4 Sparsity Yuezhou Hu Kang Zhao Weiyu Huang Jianfei Chen Jun Zhu 42 2 0 02 Apr 2024
LCM-LoRA: A Universal Stable-Diffusion Acceleration Module Simian Luo Yiqin Tan Suraj Patil Daniel Gu Patrick von Platen Apolinário Passos Longbo Huang Jian Li Hang Zhao MoMe 108 139 0 09 Nov 2023
DepGraph: Towards Any Structural Pruning Gongfan Fang Xinyin Ma Mingli Song Michael Bi Mi Xinchao Wang GNN 79 245 0 30 Jan 2023
Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks Itay Hubara Brian Chmiel Moshe Island Ron Banner S. Naor Daniel Soudry 44 89 0 16 Feb 2021
Sparsity in Deep Learning: Pruning and growth for efficient inference and training in neural networks Torsten Hoefler Dan Alistarh Tal Ben-Nun Nikoli Dryden Alexandra Peste MQ 128 679 0 31 Jan 2021