Title
Diffusion Model Quantization: A Review Qian Zeng Chenggong Hu Mingli Song Jie Song MQ 28 0 0 08 May 2025
Packing Input Frame Context in Next-Frame Prediction Models for Video Generation Lvmin Zhang Maneesh Agrawala DiffM VGen 57 0 0 17 Apr 2025
MixDiT: Accelerating Image Diffusion Transformer Inference with Mixed-Precision MX Quantization Daeun Kim Jinwoo Hwang Changhun Oh Jongse Park MQ 30 0 0 11 Apr 2025
FP4DiT: Towards Effective Floating Point Quantization for Diffusion Transformers Ruichen Chen Keith G. Mills Di Niu MQ 40 0 0 19 Mar 2025
FasterCache: Training-Free Video Diffusion Model Acceleration with High Quality Zhengyao Lv Chenyang Si Junhao Song Zhenyu Yang Yu Qiao Ziwei Liu Kwan-Yee K. Wong VGen DiffM 76 7 0 13 Mar 2025
OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models Akshat Ramachandran Mingyu Lee Huan Xu Souvik Kundu Tushar Krishna MQ 44 1 0 13 Mar 2025
TR-DQ: Time-Rotation Diffusion Quantization Yihua Shao Deyang Lin Fanhu Zeng Minxi Yan M. Zhang ... Haozhe Wang J. Guo Yan Wang Haotong Qin Hao Tang MQ DiffM 72 1 0 09 Mar 2025
Predicting Team Performance from Communications in Simulated Search-and-Rescue Ali Jalal-Kamali Nikolos Gurney David Pynadath AI4TS 93 0 0 05 Mar 2025
Q&C: When Quantization Meets Cache in Efficient Image Generation Xin Ding X. Li Haotong Qin Zhibo Chen DiffM MQ 60 0 0 04 Mar 2025
Hardware-Friendly Static Quantization Method for Video Diffusion Transformers Sanghyun Yi Qingfeng Liu Mostafa El-Khamy MQ VGen 30 0 0 20 Feb 2025
FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation Tianyun Zhong Chao Liang Jianwen Jiang Gaojie Lin Jiaqi Yang Zhou Zhao DiffM 77 1 0 22 Dec 2024
MPQ-DM: Mixed Precision Quantization for Extremely Low Bit Diffusion Models Weilun Feng Haotong Qin Chuanguang Yang Zhulin An Libo Huang Boyu Diao Fei Wang Renshuai Tao Y. Xu Michele Magno DiffM MQ 69 0 0 16 Dec 2024
ENAT: Rethinking Spatial-temporal Interactions in Token-based Image Synthesis Zanlin Ni Yulin Wang Renping Zhou Yizeng Han Jiayi Guo Zhiyuan Liu Yuan Yao Gao Huang 40 4 0 11 Nov 2024
SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration Jintao Zhang Jia wei Pengle Zhang Jun-Jie Zhu Jun Zhu Jianfei Chen VLM MQ 58 18 0 03 Oct 2024
DiTFastAttn: Attention Compression for Diffusion Transformer Models Zhihang Yuan Pu Lu Hanling Zhang Xuefei Ning Linfeng Zhang Tianchen Zhao Shengen Yan Guohao Dai Yu Wang 28 20 0 12 Jun 2024
Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better En-hao Liu Junyi Zhu Zinan Lin Xuefei Ning Shuaiqi Wang ... Sergey Yekhanin Guohao Dai Huazhong Yang Yu-Xiang Wang Yu Wang MoMe 45 4 0 02 Apr 2024
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation Junsong Chen Chongjian Ge Enze Xie Yue Wu Lewei Yao Xiaozhe Ren Zhongdao Wang Ping Luo Huchuan Lu Zhenguo Li 108 85 0 07 Mar 2024
ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation Weiming Ren Harry Yang Ge Zhang Cong Wei Xinrun Du Stephen W. Huang Wenhu Chen DiffM VGen 63 21 0 06 Feb 2024
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 226 9,999 0 18 May 2015