One-step Diffusion with Distribution Matching Distillation

30 November 2023

Papers citing "One-step Diffusion with Distribution Matching Distillation"

50 / 58 papers shown

Title
Few-Step Diffusion via Score identity Distillation Mingyuan Zhou Yi Gu Zhendong Wang 17 0 0 19 May 2025
Accelerating Diffusion-based Super-Resolution with Dynamic Time-Spatial Sampling Rui Qin Qijie Wang Ming Sun Haowei Zhu Chao Zhou Bin Wang 7 0 0 17 May 2025
Style Customization of Text-to-Vector Generation with Image Diffusion Priors Peiying Zhang Nanxuan Zhao Jing Liao DiffM 39 0 0 15 May 2025
Fast Text-to-Audio Generation with Adversarial Post-Training Zachary Novack Zach Evans Zack Zukowski Josiah Taylor CJ Carr ... Adnan Al-Sinan Gian Marco Iodice Julian McAuley Taylor Berg-Kirkpatrick Jordi Pons 30 0 0 13 May 2025
ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis Onkar Susladkar Gayatri S Deshmukh Yalcin Tur Ulas Bagci MedIm 53 0 0 08 May 2025
Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings Andreas Sochopoulos Nikolay Malkin Nikolaos Tsagkas João Moura Michael Gienger S. Vijayakumar 50 1 0 02 May 2025
Distilling Two-Timed Flow Models by Separately Matching Initial and Terminal Velocities Pramook Khungurn Pratch Piyawongwisal Sira Sriswadi Supasorn Suwajanakorn 37 0 0 02 May 2025
Sparse-to-Sparse Training of Diffusion Models Inês Cardoso Oliveira Decebal Constantin Mocanu Luis A. Leiva DiffM 86 0 0 30 Apr 2025
Packing Input Frame Context in Next-Frame Prediction Models for Video Generation Lvmin Zhang Maneesh Agrawala DiffM VGen 75 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 56 1 0 17 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 29 0 0 15 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 63 0 0 07 Apr 2025
Conditioning Diffusions Using Malliavin Calculus Jakiw Pidstrigach Elizabeth Baker Carles Domingo-Enrich George Deligiannidis Nikolas Nüsken DiffM 38 0 0 04 Apr 2025
Distilling Multi-view Diffusion Models into 3D Generators Hao Qin Luyuan Chen Ming Kong Mengxu Lu Qiang Zhu 3DGS 64 0 0 01 Apr 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 197 1 0 20 Mar 2025
CTSR: Controllable Fidelity-Realness Trade-off Distillation for Real-World Image Super Resolution Runyi Li Bin Chen Jian Zhang Radu Timofte SupR 55 0 0 18 Mar 2025
Segment Any-Quality Images with Generative Latent Space Enhancement Guangqian Guo Yoong Guo Xuehui Yu Wenbo Li Yaoxing Wang Shan Gao VLM 77 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 88 1 0 13 Mar 2025
Adding Additional Control to One-Step Diffusion with Joint Distribution Matching Yihong Luo Tianyang Hu Yifan Song Jiacheng Sun Zechao Li Jing Tang DiffM 81 1 0 13 Mar 2025
SANA-Sprint: One-Step Diffusion with Continuous-Time Consistency Distillation Junsong Chen Shuchen Xue Yuyang Zhao Jincheng Yu Sayak Paul Junyu Chen Han Cai E. Xie Enze Xie VLM 66 2 0 12 Mar 2025
Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation Tianyu Chen Yasi Zhang Zhigang Wang Ying Nian Wu Oscar Leong Mingyuan Zhou DiffM 50 1 0 10 Mar 2025
Ideas in Inference-time Scaling can Benefit Generative Pre-training Algorithms Jiaming Song Linqi Zhou DiffM 71 0 0 10 Mar 2025
RayFlow: Instance-Aware Diffusion Acceleration via Adaptive Flow Trajectories Huiyang Shao Xin Xia Yanting Yang Yuxi Ren Xing Wang Xuefeng Xiao 56 1 0 10 Mar 2025
ProReflow: Progressive Reflow with Decomposed Velocity Lei Ke Haohang Xu Xuefei Ning Yongqian Li Jiajun Li Haoling Li Yuxuan Lin Dongsheng Jiang Yuqing Yang Linfeng Zhang DiffM 62 1 0 05 Mar 2025
Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile Hangliang Ding Dacheng Li Runlong Su Peiyuan Zhang Zhijie Deng Ion Stoica Hao Zhang VGen 73 4 0 10 Feb 2025
One Diffusion Step to Real-World Super-Resolution via Flow Trajectory Distillation Jiyang Li Jingyun Liang Yong Guo W. J. Li Yulun Zhang DiffM 75 0 0 04 Feb 2025
Improved Training Technique for Latent Consistency Models Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 64 3 0 03 Feb 2025
Visual Generation Without Guidance Huayu Chen Kai Jiang Kaiwen Zheng Jianfei Chen Hang Su Jun Zhu 57 0 0 28 Jan 2025
Accelerate High-Quality Diffusion Models with Inner Loop Feedback M. Gwilliam Han Cai Di Wu Abhinav Shrivastava Zhiyu Cheng 92 0 0 22 Jan 2025
FlashSR: One-step Versatile Audio Super-resolution via Diffusion Distillation Jaekwon Im Juhan Nam DiffM 45 0 0 18 Jan 2025
Switti: Designing Scale-Wise Transformers for Text-to-Image Synthesis Anton Voronov Denis Kuznedelev Mikhail Khoroshikh Valentin Khrulkov Dmitry Baranchuk 111 2 0 02 Dec 2024
GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration Sudarshan Rajagopalan Nithin Gopalakrishnan Nair Jay N. Paranjape Vishal M. Patel DiffM 95 0 0 26 Nov 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 161 6 0 25 Oct 2024
Truncated Consistency Models Sangyun Lee Yilun Xu Tomas Geffner Giulia Fanti Karsten Kreis Arash Vahdat Weili Nie 59 3 0 18 Oct 2024
Presto! Distilling Steps and Layers for Accelerating Music Generation Zachary Novack Ge Zhu Jonah Casebeer Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan 50 5 0 07 Oct 2024
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization Zichen Miao Zhengyuan Yang Kevin Lin Ze Wang Zicheng Liu Lijuan Wang Qiang Qiu 48 3 0 04 Oct 2024
Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding Yao Teng Han Shi Xian Liu Xuefei Ning Guohao Dai Yu Wang Zhenguo Li Xihui Liu 58 10 0 02 Oct 2024
Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models Tianqi Chen Shujian Zhang Mingyuan Zhou DiffM 83 3 0 17 Sep 2024
OSV: One Step is Enough for High-Quality Image to Video Generation Xiaofeng Mao Zhengkai Jiang Fu-Yun Wang Wenbing Zhu Hao Chen Mingmin Chi Yabiao Wang Wenhan Luo DiffM VGen 80 8 0 17 Sep 2024
GRIN: Zero-Shot Metric Depth with Pixel-Level Diffusion Vitor Campagnolo Guizilini P. Tokmakov Achal Dave Rares Andrei Ambrus DiffM 28 2 0 15 Sep 2024
Diffusion Models Are Real-Time Game Engines Dani Valevski Yaniv Leviathan Moab Arar Shlomi Fruchter DiffM VGen AI4CE 33 59 0 27 Aug 2024
ReDistill: Residual Encoded Distillation for Peak Memory Reduction of CNNs Fang Chen Gourav Datta Mujahid Al Rafi Hyeran Jeon Meng Tang 93 1 0 06 Jun 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 43 20 0 30 May 2024
Learning to Discretize Denoising Diffusion ODEs Vinh Tong Guy Van den Broeck Anji Liu Mathias Niepert Mathias Niepert DiffM 45 4 0 24 May 2024
Looking Backward: Streaming Video-to-Video Translation with Feature Banks Feng Liang Akio Kodaira Chenfeng Xu Masayoshi Tomizuka Kurt Keutzer Diana Marculescu DiffM VGen 70 7 0 24 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 42 41 0 13 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 46 37 0 09 May 2024
Hyper-SD: Trajectory Segmented Consistency Model for Efficient Image Synthesis Yuxi Ren Xin Xia Yanzuo Lu Jiacheng Zhang Jie Wu Pan Xie Xing Wang Xuefeng Xiao 45 65 0 21 Apr 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 49 6 0 03 Mar 2024
Adversarial Diffusion Distillation Axel Sauer Dominik Lorenz A. Blattmann Robin Rombach 138 332 0 28 Nov 2023