SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation

8 December 2023

Thuan Hoang Nguyen

Papers citing "SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation"

45 / 45 papers shown

Title
Replay-Based Continual Learning with Dual-Layered Distillation and a Streamlined U-Net for Efficient Text-to-Image Generation Md. Naimur Asif Borno Md Sakib Hossain Shovon Asmaa Soliman Al-Moisheer Mohammad Ali Moni 21 0 0 11 May 2025
Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability L. Wang Senmao Li Fei Yang Jianye Wang Ziheng Zhang Y. Liu Y. Wang Jian Yang DiffM 52 0 0 06 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 25 0 0 02 May 2025
Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression Dohyun Kim S. Park Geonhee Han Seung Wook Kim Paul Hongsuck Seo DiffM 45 0 0 02 Apr 2025
Segment Any-Quality Images with Generative Latent Space Enhancement Guangqian Guo Yoong Guo Xuehui Yu Wenbo Li Yaoxing Wang Shan Gao VLM 70 0 0 16 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 75 1 0 13 Mar 2025
TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision Shaobin Zhuang Yiwei Guo Yanbo Ding Kunchang Li Xinyuan Chen Yaohui Wang Fangyikang Wang Ying Zhang Chen Li Y. Wang 43 0 0 10 Mar 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories Huiyang Shao Xin Xia Y. Yang Yuxi Ren Xing Wang Xuefeng Xiao 54 1 0 10 Mar 2025
Asymmetric Decision-Making in Online Knowledge Distillation:Unifying Consensus and Divergence Zhaowei Chen Borui Zhao Yuchen Ge Yuhao Chen Renjie Song Jiajun Liang 39 0 0 09 Mar 2025
TraFlow: Trajectory Distillation on Pre-Trained Rectified Flow Zhangkai Wu Xuhui Fan Hongyu Wu Longbing Cao 39 0 0 24 Feb 2025
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation J. Li Jiezhang Cao Yong Guo W. J. Li Yulun Zhang DiffM 73 0 0 04 Feb 2025
Self-Corrected Flow Distillation for Consistent One-Step and Few-Step Text-to-Image Generation Quan Dao Hao Phung T. Dao Dimitris Metaxas Anh Tran 77 1 0 22 Dec 2024
FADA: Fast Diffusion Avatar Synthesis with Mixed-Supervised Multi-CFG Distillation Tianyun Zhong Chao Liang Jianwen Jiang Gaojie Lin Jiaqi Yang Zhou Zhao DiffM 89 1 0 22 Dec 2024
Turbo3D: Ultra-fast Text-to-3D Generation Hanzhe Hu Tianwei Yin Fujun Luan Yiwei Hu Hao Tan Zexiang Xu Sai Bi Shubham Tulsiani Kai Zhang 3DGS 77 1 0 05 Dec 2024
SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance Viet-Anh Nguyen A. Nguyen T. Dao K. Nguyen Cuong Pham Toan M. Tran Anh Tran DiffM 65 0 0 03 Dec 2024
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation Bolin Lai F. Xu Miao Liu Xiaoliang Dai Nikhil Mehta ... Zeyi Huang James M. Rehg Sangmin Lee Ning Zhang Tong Xiao 71 2 0 02 Dec 2024
SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation Duc-Hai Pham Tung Do P. Nguyen Binh-Son Hua K. Nguyen Rang Nguyen MDE 74 1 0 27 Nov 2024
Aligning Few-Step Diffusion Models with Dense Reward Difference Learning Ziyi Zhang Li Shen Sen Zhang Deheng Ye Yong Luo Miaojing Shi Bo Du Dacheng Tao 89 0 0 18 Nov 2024
Diff-Instruct*: Towards Human-Preferred One-step Text-to-image Generative Models Weijian Luo C. Zhang Debing Zhang Zhengyang Geng 21 3 0 28 Oct 2024
Flow Generator Matching Zemin Huang Zhengyang Geng Weijian Luo Guo-jun Qi 25 8 0 25 Oct 2024
Diff-Instruct++: Training One-step Text-to-image Generator Model to Align with Human Preferences Weijian Luo EGVM 36 6 0 24 Oct 2024
One-Step Diffusion Distillation through Score Implicit Matching Weijian Luo Zemin Huang Zhengyang Geng J. Zico Kolter Guo-jun Qi DiffM 19 14 0 22 Oct 2024
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step Mingyuan Zhou Huangjie Zheng Yi Gu Zhendong Wang Hai Huang DiffM 39 4 0 19 Oct 2024
HFH-Font: Few-shot Chinese Font Synthesis with Higher Quality, Faster Speed, and Higher Resolution H. Li Zhouhui Lian 53 2 0 09 Oct 2024
Simple and Fast Distillation of Diffusion Models Zhenyu Zhou Defang Chen Can Wang Chun Chen Siwei Lyu DiffM 27 5 0 29 Sep 2024
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models Tianqi Chen Shujian Zhang Mingyuan Zhou DiffM 59 3 0 17 Sep 2024
Distribution Backtracking Builds A Faster Convergence Trajectory for Diffusion Distillation Shengyuan Zhang Ling Yang Z. Li An Zhao Chenye Meng Changyuan Yang Guang Yang Zhiyuan Yang Lingyun Sun 22 0 0 28 Aug 2024
SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher T. Dao Thuan Hoang Nguyen T. Le D. Vu Khoi Nguyen Cuong Pham Anh Tran DiffM 29 11 0 26 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 42 0 0 28 Jul 2024
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation D. Rakitin Ivan Shchekotov Dmitry Vetrov VLM DiffM 25 0 0 20 Jun 2024
Consistency Models Made Easy Zhengyang Geng Ashwini Pokle William Luo Justin Lin J. Zico Kolter 22 24 0 20 Jun 2024
Multistep Distillation of Diffusion Models via Moment Matching Tim Salimans Thomas Mensink Jonathan Heek Emiel Hoogeboom DiffM 35 24 0 06 Jun 2024
ED-SAM: An Efficient Diffusion Sampling Approach to Domain Generalization in Vision-Language Foundation Models Thanh-Dat Truong Xin Li Bhiksha Raj Jackson Cothren Khoa Luu DiffM VLM 27 1 0 03 Jun 2024
EM Distillation for One-step Diffusion Models Sirui Xie Zhisheng Xiao Diederik P. Kingma Tingbo Hou Ying Nian Wu Kevin Patrick Murphy Tim Salimans Ben Poole Ruiqi Gao VLM DiffM 32 24 0 27 May 2024
Improved Distribution Matching Distillation for Fast Image Synthesis Tianwei Yin Michael Gharbi Taesung Park Richard Zhang Eli Shechtman Frédo Durand William T. Freeman DiffM 23 92 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 25 40 0 13 May 2024
Lazy Diffusion Transformer for Interactive Image Editing Yotam Nitzan Zongze Wu Richard Zhang Eli Shechtman Daniel Cohen-Or Taesung Park Michael Gharbi 33 8 0 18 Apr 2024
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation Mingyuan Zhou Huangjie Zheng Zhendong Wang Mingzhang Yin Hai Huang DiffM 36 50 0 05 Apr 2024
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions Yuda Song Zehao Sun Xuanwu Yin VLM 35 16 0 25 Mar 2024
Reward Guided Latent Consistency Distillation Jiachen Li Weixi Feng Wenhu Chen William Yang Wang EGVM 21 11 0 16 Mar 2024
SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation Hongjian Liu Qingsong Xie Zhijie Deng Chen Chen Shixiang Tang Fueyang Fu Zheng-Jun Zha H. Lu Zheng-jun Zha 33 6 0 03 Mar 2024
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 197 515 0 02 Jan 2023
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 166 768 0 27 May 2022
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 4,735 0 24 Feb 2021
Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed Eric Luhman Troy Luhman DiffM 184 256 0 07 Jan 2021