Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion

1 October 2023

Papers citing "Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion"

47 / 47 papers shown

Title
Few-Step Diffusion via Score identity Distillation Mingyuan Zhou Yi Gu Zhendong Wang 5 0 0 19 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
Convergence Of Consistency Model With Multistep Sampling Under General Data Assumptions Yiding Chen Yiyi Zhang Owen Oertell Wen Sun 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 34 0 0 02 May 2025
Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings Andreas Sochopoulos Nikolay Malkin Nikolaos Tsagkas João Moura Michael Gienger S. Vijayakumar 47 1 0 02 May 2025
Multi-Step Consistency Models: Fast Generation with Theoretical Guarantees Nishant Jain Xunpeng Huang Yian Ma Tong Zhang 46 0 0 02 May 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
EvolvingGrasp: Evolutionary Grasp Generation via Efficient Preference Alignment Yufei Zhu Yiming Zhong Zemin Yang Peishan Cong Jingyi Yu X. Zhu Y. Ma 58 1 0 18 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
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
Ideas in Inference-time Scaling can Benefit Generative Pre-training Algorithms Jiaming Song Linqi Zhou DiffM 68 0 0 10 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Xuan Li Jun Zhu Qinsheng Zhang DiffM 49 0 0 03 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
Improved Training Technique for Latent Consistency Models Quan Dao Khanh Doan Di Liu Trung Le Dimitris N. Metaxas 62 3 0 03 Feb 2025
Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion Emiel Hoogeboom Thomas Mensink Jonathan Heek Kay Lamerigts Ruiqi Gao Tim Salimans 125 6 0 25 Oct 2024
Truncated Consistency Models Sangyun Lee Yilun Xu Tomas Geffner Giulia Fanti Karsten Kreis Arash Vahdat Weili Nie 57 3 0 18 Oct 2024
How to Backdoor Consistency Models? Chengen Wang Murat Kantarcioglu DiffM AAML 177 1 0 14 Oct 2024
Distillation of Discrete Diffusion through Dimensional Correlations Satoshi Hayakawa Yuhta Takida Masaaki Imaizumi Hiromi Wakaki Yuki Mitsufuji DiffM 61 0 0 11 Oct 2024
HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning Ayano Hiranaka Shang-Fu Chen Chieh-Hsin Lai Dongjun Kim Naoki Murata Takashi Shibuya Wei-Hsiang Liao Shao-Hua Sun Yuki Mitsufuji 47 1 0 07 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 45 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 55 10 0 02 Oct 2024
KALE-LM: Unleash The Power Of AI For Science Via Knowledge And Logic Enhanced Large Model Weichen Dai Yezeng Chen Zijie Dai Zhijie Huang Lingjuan Lyu ... Chengli Zhong Xinhe Li Zeyu Wang Zhuoying Feng Yi Zhou 35 0 0 27 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 77 8 0 17 Sep 2024
Physics-Inspired Generative Models in Medical Imaging: A Review Dennis Hein Afshin Bozorgpour Dorit Merhof Ge Wang DiffM MedIm AI4CE 39 0 0 15 Jul 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 41 19 0 30 May 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 71 10 0 27 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 84 13 0 24 May 2024
Dreamer XL: Towards High-Resolution Text-to-3D Generation via Trajectory Score Matching Xingyu Miao Haoran Duan Varun Ojha Jun Song Tejal Shah Yang Long R. Ranjan 35 3 0 18 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
Bidirectional Consistency Models Liangchen Li Jiajun He DiffM 67 11 0 26 Mar 2024
Improving Diffusion-Based Generative Models via Approximated Optimal Transport Daegyu Kim Jooyoung Choi Chaehun Shin Uiwon Hwang Sungroh Yoon OT 42 2 0 08 Mar 2024
On the Asymptotic Mean Square Error Optimality of Diffusion Models B. Fesl Benedikt Bock Florian Strasser Michael Baur M. Joham Wolfgang Utschick DiffM 33 0 0 05 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 49 6 0 03 Mar 2024
Trajectory Consistency Distillation: Improved Latent Consistency Distillation by Semi-Linear Consistency Function with Trajectory Mapping Jianbin Zheng Minghui Hu Zhongyi Fan Chaoyue Wang Changxing Ding Dacheng Tao Tat-Jen Cham 43 26 0 29 Feb 2024
Object-Centric Diffusion for Efficient Video Editing Kumara Kahatapitiya Adil Karjauv Davide Abati Fatih Porikli Yuki M. Asano A. Habibian VGen 40 12 0 11 Jan 2024
ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models Fei Kong Jinhao Duan Lichao Sun Hao-Ran Cheng Renjing Xu Hengtao Shen Xiao-lan Zhu Xiaoshuang Shi Kaidi Xu 44 3 0 23 Nov 2023
GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration Naoki Murata Koichi Saito Chieh-Hsin Lai Yuhta Takida Toshimitsu Uesaka Yuki Mitsufuji Stefano Ermon DiffM 56 49 0 30 Jan 2023
DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability K. Cheuk Ryosuke Sawata Toshimitsu Uesaka Naoki Murata Naoya Takahashi Shusuke Takahashi Dorien Herremans Yuki Mitsufuji DiffM 45 16 0 11 Oct 2022
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions Sitan Chen Sinho Chewi Jungshian Li Yuanzhi Li Adil Salim Anru R. Zhang DiffM 135 247 0 22 Sep 2022
Maximum Likelihood Training of Implicit Nonlinear Diffusion Models Dongjun Kim Byeonghu Na S. Kwon Dongsoo Lee Wanmo Kang Il-Chul Moon DiffM 213 51 0 27 May 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 490 0 01 Feb 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 215 783 0 27 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 342 1,591 0 10 Nov 2021
Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed Eric Luhman Troy Luhman DiffM 195 258 0 07 Jan 2021
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 296 39,198 0 01 Sep 2014