One Step Diffusion via Shortcut Models

One Step Diffusion via Shortcut Models

16 October 2024

Sergey Levine

Papers citing "One Step Diffusion via Shortcut Models"

18 / 18 papers shown

Title
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 15 0 0 13 May 2025
$H$^{\mathbf{3}}$DP: Triply-Hierarchical Diffusion Policy for Visuomotor Learning$ H $^{\mathbf{3}}$ DP: Triply-Hierarchical Diffusion Policy for Visuomotor Learning Yiyang Lu Yufeng Tian Zhecheng Yuan X. Wang Pu Hua Zhengrong Xue Huazhe Xu 16 0 0 12 May 2025
Fast Flow-based Visuomotor Policies via Conditional Optimal Transport Couplings Andreas Sochopoulos Nikolay Malkin Nikolaos Tsagkas João Moura Michael Gienger S. Vijayakumar 37 1 0 02 May 2025
In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer Zechuan Zhang Ji Xie Yu Lu Zongxin Yang Y. Yang DiffM 89 1 0 29 Apr 2025
Robot Motion Planning using One-Step Diffusion with Noise-Optimized Approximate Motions Tomoharu Aizu Takeru Oba Yuki Kondo Norimichi Ukita DiffM 70 0 0 28 Apr 2025
Fast Autoregressive Models for Continuous Latent Generation Tiankai Hang Jianmin Bao Fangyun Wei Dong Chen DiffM 70 0 0 24 Apr 2025
Efficient Task-specific Conditional Diffusion Policies: Shortcut Model Acceleration and SO(3) Optimization Haiyong Yu Yanqiong Jin Yonghao He Wei Sui 22 0 0 14 Apr 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
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
Temporal Difference Flows Jesse Farebrother Matteo Pirotta Andrea Tirinzoni Rémi Munos A. Lazaric Ahmed Touati AI4TS AIFin 50 0 0 12 Mar 2025
Theoretical Guarantees for High Order Trajectory Refinement in Generative Flows Chengyue Gong Xiaoyu Li Yingyu Liang Jiangxuan Long Zhenmei Shi Zhao-quan Song Yu Tian 51 3 0 12 Mar 2025
TraFlow: Trajectory Distillation on Pre-Trained Rectified Flow Zhangkai Wu Xuhui Fan Hongyu Wu Longbing Cao 39 0 0 24 Feb 2025
Diffusion Models without Classifier-free Guidance Zhicong Tang Jianmin Bao Dong Chen Baining Guo VLM 55 2 0 17 Feb 2025
Single-Step Consistent Diffusion Samplers Pascal Jutras-Dubé Patrick Pynadath Ruqi Zhang DiffM 73 0 0 17 Feb 2025
Neural Flow Samplers with Shortcut Models Wuhao Chen Zijing Ou Yingzhen Li 77 0 0 11 Feb 2025
Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces Nianze Tao OOD OODD BDL 95 0 0 16 Dec 2024
Affordance-based Robot Manipulation with Flow Matching Fan Zhang Michael Gienger 31 5 0 02 Sep 2024