Optimal Flow Matching: Learning Straight Trajectories in Just One Step

19 March 2024

Alexander Gasnikov

Papers citing "Optimal Flow Matching: Learning Straight Trajectories in Just One Step"

20 / 20 papers shown

Title
Safe Flow Matching: Robot Motion Planning with Control Barrier Functions X. Dai Dian Yu Shanshan Zhang Zewen Yang Hamid Sadeghian Sami Haddadin Sandra Hirche 34 0 0 11 Apr 2025
indiSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy Ashesh Ashesh Florian Jug 47 0 0 29 Mar 2025
Learning Straight Flows by Learning Curved Interpolants Shiv Shankar Tomas Geffner 67 0 0 26 Mar 2025
Straight-Line Diffusion Model for Efficient 3D Molecular Generation Yuyan Ni Shikun Feng Haohan Chi Bowen Zheng Huan-ang Gao Wei-Ying Ma Zhi-Ming Ma Yanyan Lan DiffM 68 2 0 04 Mar 2025
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport Milena Gazdieva Jaemoo Choi Alexander Kolesov Jaewoong Choi Petr Mokrov Alexander Korotin OT 23 0 0 04 Oct 2024
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching Ségolène Martin Anne Gagneux Paul Hagemann Gabriele Steidl 36 9 0 03 Oct 2024
Consistency Flow Matching: Defining Straight Flows with Velocity Consistency Ling Yang Zixiang Zhang Zhilong Zhang Xingchao Liu Minkai Xu Wentao Zhang Chenlin Meng Stefano Ermon Bin Cui 33 18 0 02 Jul 2024
Estimating Barycenters of Distributions with Neural Optimal Transport Alexander Kolesov Petr Mokrov Igor Udovichenko Milena Gazdieva G. Pammer E. Burnaev Alexander Korotin OT 14 5 0 06 Feb 2024
Principled Weight Initialisation for Input-Convex Neural Networks Pieter-Jan Hoedt G. Klambauer 19 5 0 19 Dec 2023
Computing high-dimensional optimal transport by flow neural networks Chen Xu Xiuyuan Cheng Yao Xie OT 26 4 0 19 May 2023
Multisample Flow Matching: Straightening Flows with Minibatch Couplings Aram-Alexandre Pooladian Heli Ben-Hamu Carles Domingo-Enrich Brandon Amos Y. Lipman Ricky T. Q. Chen 60 125 0 28 Apr 2023
On amortizing convex conjugates for optimal transport Brandon Amos OT 70 27 0 21 Oct 2022
Rectified Flow: A Marginal Preserving Approach to Optimal Transport Qiang Liu OT 113 83 0 29 Sep 2022
Neural Optimal Transport with General Cost Functionals Arip Asadulaev Alexander Korotin Vage Egiazarian Petr Mokrov Evgeny Burnaev OT 72 32 0 30 May 2022
Neural Optimal Transport Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 113 87 0 28 Jan 2022
Generative Modeling with Optimal Transport Maps Litu Rout Alexander Korotin Evgeny Burnaev OT DiffM 114 65 0 06 Oct 2021
Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization Chin-Wei Huang Ricky T. Q. Chen Christos Tsirigotis Aaron Courville OT 104 95 0 10 Dec 2020
Wasserstein-2 Generative Networks Alexander Korotin Vage Egiazarian Arip Asadulaev Alexander Safin E. Burnaev GAN 101 100 0 28 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 163 596 0 22 Sep 2016