SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds

1 June 2023

Huan Wang

Papers citing "SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds"

31 / 31 papers shown

Title
Unleashing Vecset Diffusion Model for Fast Shape Generation Zeqiang Lai Yunfei Zhao Zibo Zhao Haolin Liu Fuyun Wang ... Jinwei Huang Yuhong Liu Jie Jiang Chunchao Guo Xiangyu Yue DiffM 102 0 0 20 Mar 2025
Efficient Fine-Tuning and Concept Suppression for Pruned Diffusion Models Reza Shirkavand Peiran Yu Shangqian Gao Gowthami Somepalli Tom Goldstein Heng-Chiao Huang 113 1 0 13 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
Accelerating Diffusion Transformers with Token-wise Feature Caching Chang Zou Xuyang Liu Ting Liu Siteng Huang Linfeng Zhang 49 13 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 94 1 0 22 Dec 2024
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model Feng Liu Shiwei Zhang Xiaofeng Wang Yujie Wei Haonan Qiu Yuzhong Zhao Yingya Zhang Qixiang Ye Fang Wan VGen AI4TS 99 11 0 28 Nov 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Muyang Li Ligeng Zhu Y. Lu Song Han VLM 31 49 0 14 Oct 2024
DKDM: Data-Free Knowledge Distillation for Diffusion Models with Any Architecture Qianlong Xiang Miao Zhang Yuzhang Shang Jianlong Wu Yan Yan Liqiang Nie DiffM 55 9 0 05 Sep 2024
Real-Time Video Generation with Pyramid Attention Broadcast Xuanlei Zhao Xiaolong Jin Kai Wang Yang You VGen DiffM 69 31 0 22 Aug 2024
Temporal Feature Matters: A Framework for Diffusion Model Quantization Yushi Huang Ruihao Gong Xianglong Liu Jing Liu Yuhang Li Jiwen Lu Dacheng Tao DiffM MQ 49 0 0 28 Jul 2024
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models Alireza Ganjdanesh Reza Shirkavand Shangqian Gao Heng Huang DiffM VLM 43 4 0 17 Jun 2024
TerDiT: Ternary Diffusion Models with Transformers Xudong Lu Aojun Zhou Ziyi Lin Qi Liu Yuhui Xu Renrui Zhang Yafei Wen Shuai Ren Peng Gao Junchi Yan MQ 37 2 0 23 May 2024
PeRFlow: Piecewise Rectified Flow as Universal Plug-and-Play Accelerator Hanshu Yan Xingchao Liu Jiachun Pan Jun Hao Liew Qiang Liu Jiashi Feng 32 40 0 13 May 2024
ChangeAnywhere: Sample Generation for Remote Sensing Change Detection via Semantic Latent Diffusion Model Kai Tang Jin Chen DiffM 30 4 0 13 Apr 2024
Faster Diffusion via Temporal Attention Decomposition Haozhe Liu Wentian Zhang Jinheng Xie Francesco Faccio Mengmeng Xu Tao Xiang Mike Zheng Shou Juan-Manuel Perez-Rua Jürgen Schmidhuber DiffM 67 19 0 03 Apr 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 66 84 0 27 Feb 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace Aliaksandr Siarohin Ivan Skorokhodov Ekaterina Deyneka Tsai-Shien Chen ... Yuwei Fang A. Stoliar Elisa Ricci Jian Ren Sergey Tulyakov VGen 38 56 0 22 Feb 2024
Visual Text Meets Low-level Vision: A Comprehensive Survey on Visual Text Processing Yan Shu Weichao Zeng Zhenhang Li Fangmin Zhao Yu Zhou 28 3 0 05 Feb 2024
Object-Centric Diffusion for Efficient Video Editing Kumara Kahatapitiya Adil Karjauv Davide Abati Fatih Porikli Yuki M. Asano A. Habibian VGen 27 12 0 11 Jan 2024
Audio Editing with Non-Rigid Text Prompts Francesco Paissan Luca Della Libera Zhepei Wang Mirco Ravanelli Paris Smaragdis Cem Subakan DiffM 24 5 0 19 Oct 2023
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion Xian Liu Jian Ren Aliaksandr Siarohin Ivan Skorokhodov Yanyu Li Dahua Lin Xihui Liu Ziwei Liu Sergey Tulyakov 29 57 0 12 Oct 2023
SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis Dustin Podell Zion English Kyle Lacey A. Blattmann Tim Dockhorn Jonas Muller Joe Penna Robin Rombach 18 2,118 0 04 Jul 2023
When Foundation Model Meets Federated Learning: Motivations, Challenges, and Future Directions Weiming Zhuang Chen Chen Lingjuan Lyu C. L. P. Chen Yaochu Jin Lingjuan Lyu AIFin AI4CE 86 85 0 27 Jun 2023
Improving Tuning-Free Real Image Editing with Proximal Guidance Ligong Han Song Wen Qi Chen Zhixing Zhang Kunpeng Song ... Qilong Zhangli Jindong Jiang Zhaoyang Xia Akash Srivastava Dimitris N. Metaxas DiffM 22 55 0 08 Jun 2023
Muse: Text-To-Image Generation via Masked Generative Transformers Huiwen Chang Han Zhang Jarred Barber AJ Maschinot José Lezama ... Kevin Patrick Murphy William T. Freeman Michael Rubinstein Yuanzhen Li Dilip Krishnan DiffM 197 517 0 02 Jan 2023
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training Geng Yuan Yanyu Li Sheng R. Li Zhenglun Kong Sergey Tulyakov Xulong Tang Yanzhi Wang Jian Ren 33 15 0 22 Sep 2022
RePaint: Inpainting using Denoising Diffusion Probabilistic Models Andreas Lugmayr Martin Danelljan Andrés Romero F. I. F. Richard Yu Radu Timofte Luc Van Gool DiffM 211 1,353 0 24 Jan 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 325 1,584 0 10 Nov 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,764 0 24 Feb 2021
Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed Eric Luhman Troy Luhman DiffM 184 259 0 07 Jan 2021
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,319 0 05 Nov 2016