Improved Distribution Matching Distillation for Fast Image Synthesis

23 May 2024

Papers citing "Improved Distribution Matching Distillation for Fast Image Synthesis"

50 / 75 papers shown

Title
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
Packing Input Frame Context in Next-Frame Prediction Models for Video Generation Lvmin Zhang Maneesh Agrawala DiffM VGen 70 0 0 17 Apr 2025
SkyReels-V2: Infinite-length Film Generative Model Guibin Chen D. Lin Jiangping Yang Chunze Lin J. Zhu ... Di Qiu Debang Li Zhengcong Fei Yang Li Yahui Zhou DiffM VGen 47 1 0 17 Apr 2025
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging Tianhui Song Weixin Feng Shuai Wang X. Li Tiezheng Ge Bo Zheng Limin Wang MoMe 57 0 0 16 Apr 2025
ADT: Tuning Diffusion Models with Adversarial Supervision Dazhong Shen Guanglu Song Y. Zhang Bingqi Ma Lujundong Li D. Jiang Zhuofan Zong Y. Liu DiffM 40 0 0 15 Apr 2025
Diffusion Distillation With Direct Preference Optimization For Efficient 3D LiDAR Scene Completion An Zhao Shengyuan Zhang Ling Yang Z. Li Jiale Wu Haoran Xu AnYang Wei Perry Pengyun GU Lingyun Sun 19 0 0 15 Apr 2025
Autoregressive Distillation of Diffusion Transformers Yeongmin Kim Sotiris Anagnostidis Yuming Du Edgar Schönfeld Jonas Kohler Markos Georgopoulos Albert Pumarola Ali K. Thabet A. Sanakoyeu 26 0 0 15 Apr 2025
ZipIR: Latent Pyramid Diffusion Transformer for High-Resolution Image Restoration Yongsheng Yu Haitian Zheng Zhifei Zhang Jianming Zhang Yuqian Zhou Connelly Barnes Y. Liu Wei Xiong Zhe Lin Jiebo Luo 44 0 0 11 Apr 2025
Gaussian Mixture Flow Matching Models Hansheng Chen Kai Zhang Hao Tan Zexiang Xu Fujun Luan Leonidas J. Guibas Gordon Wetzstein Sai Bi DiffM 61 0 0 07 Apr 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
TurboFill: Adapting Few-step Text-to-image Model for Fast Image Inpainting Liangbin Xie D. Pakhomov Zhonghao Wang Zongze Wu Ziyan Chen ... Haitian Zheng Zhifei Zhang Zhe Lin Jiantao Zhou Chao Dong 35 0 0 01 Apr 2025
High Quality Diffusion Distillation on a Single GPU with Relative and Absolute Position Matching Guoqiang Zhang Kenta Niwa J. P. Lewis Cedric Mesnage W. Kleijn 76 0 0 26 Mar 2025
AccVideo: Accelerating Video Diffusion Model with Synthetic Dataset Haiyu Zhang Xinyuan Chen Yaohui Wang Xihui Liu Yunhong Wang Yu Qiao VGen 62 0 0 25 Mar 2025
Scale-wise Distillation of Diffusion Models Nikita Starodubcev Denis Kuznedelev Artem Babenko Dmitry Baranchuk DiffM 48 0 0 20 Mar 2025
Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation Kendong Liu Zhiyu Zhu Hui Liu Junhui Hou 40 0 0 20 Mar 2025
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 76 0 0 20 Mar 2025
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Daniil Selikhanovych David Li Aleksei Leonov Nikita Gushchin Sergei Kushneriuk Alexander N. Filippov E. Burnaev Iaroslav Koshelev Alexander Korotin DiffM 58 0 0 17 Mar 2025
MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis Shitong Shao Hongwei Yi Hanzhong Guo Tian Ye Daquan Zhou Michael Lingelbach Zhiqiang Xu Zeke Xie VGen 50 0 0 17 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Z. Li Jing Tang DiffM 65 1 0 13 Mar 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching Yihong Luo Tianyang Hu Jiacheng Sun Yujun Cai Jing Tang DiffM 77 1 0 13 Mar 2025
MoFlow: One-Step Flow Matching for Human Trajectory Forecasting via Implicit Maximum Likelihood Estimation based Distillation Yuxiang Fu Qi Yan Lele Wang Ke Li Renjie Liao AI4TS 41 1 0 13 Mar 2025
Distilling Diversity and Control in Diffusion Models Rohit Gandikota David Bau 48 0 0 13 Mar 2025
ObjectMover: Generative Object Movement with Video Prior Xin Yu Tianyu Wang S. Kim Paul Guerrero Xi Chen Qing Liu Zhe Lin Xiaojuan Qi DiffM VGen OCL 76 0 0 11 Mar 2025
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity Kwanyoung Kim Byeongsu Sim DiffM VLM 53 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
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
LBM: Latent Bridge Matching for Fast Image-to-Image Translation Clement Chadebec O. Tasar Sanjeev Sreetharan Benjamin Aubin 37 0 0 10 Mar 2025
MagicInfinite: Generating Infinite Talking Videos with Your Words and Voice Hongwei Yi Tian Ye Shitong Shao Xuancheng Yang Jiantong Zhao ... Zeke Xie Lei Zhu Wei Li Michael Lingelbach Daquan Zhou VGen 50 1 0 07 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Ming-Yu Liu J. Zhu Qinsheng Zhang DiffM 47 0 0 03 Mar 2025
Difix3D+: Improving 3D Reconstructions with Single-Step Diffusion Models Jay Zhangjie Wu Yuxuan Zhang Haithem Turki Xuanchi Ren Jun Gao Mike Zheng Shou Sanja Fidler Zan Gojcic Huan Ling 47 1 0 03 Mar 2025
TraFlow: Trajectory Distillation on Pre-Trained Rectified Flow Zhangkai Wu Xuhui Fan Hongyu Wu Longbing Cao 39 0 0 24 Feb 2025
DMOSpeech: Direct Metric Optimization via Distilled Diffusion Model in Zero-Shot Speech Synthesis Yingahao Aaron Li Rithesh Kumar Zeyu Jin DiffM 88 0 0 21 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
SliderSpace: Decomposing the Visual Capabilities of Diffusion Models Rohit Gandikota Zongze Wu Richard Zhang David Bau Eli Shechtman Nick Kolkin DiffM 48 1 0 03 Feb 2025
Visual Generation Without Guidance Huayu Chen Kai Jiang Kaiwen Zheng Jianfei Chen Hang Su J. Zhu 55 0 0 28 Jan 2025
Forensics of Transpiled Quantum Circuits Rupshali Roy Archisman Ghosh Swaroop Ghosh 44 0 0 25 Dec 2024
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device Yushu Wu Zhixing Zhang Yanyu Li Yanwu Xu Anil Kag ... Ju Hu Dimitris N. Metaxas Yanzhi Wang Sergey Tulyakov Jian Ren DiffM VGen 90 2 0 13 Dec 2024
OFTSR: One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs Yuanzhi Zhu R. Wang Shilin Lu Junnan Li Hanshu Yan K. Zhang SupR 66 3 0 12 Dec 2024
From Slow Bidirectional to Fast Autoregressive Video Diffusion Models Tianwei Yin Qiang Zhang Richard Zhang William T. Freeman F. Durand Eli Shechtman Xun Huang VGen DiffM 79 11 0 10 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
Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis Anton Voronov Denis Kuznedelev Mikhail Khoroshikh Valentin Khrulkov Dmitry Baranchuk 106 2 0 02 Dec 2024
HF-Diff: High-Frequency Perceptual Loss and Distribution Matching for One-Step Diffusion-Based Image Super-Resolution S. Sami Md Golam Moula Mehedi Hasan J. Dawson Nasser M. Nasrabadi DiffM 71 0 0 20 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
Scaling-based Data Augmentation for Generative Models and its Theoretical Extension Yoshitaka Koike Takumi Nakagawa Hiroki Waida Takafumi Kanamori DiffM 25 0 0 28 Oct 2024
Flow Generator Matching Zemin Huang Zhengyang Geng Weijian Luo Guo-jun Qi 25 8 0 25 Oct 2024
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion Emiel Hoogeboom Thomas Mensink Jonathan Heek Kay Lamerigts Ruiqi Gao Tim Salimans 35 6 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
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