Optimal Flow Matching: Learning Straight Trajectories in Just One Step

Optimal Flow Matching: Learning Straight Trajectories in Just One Step

19 March 2024

Nikita Kornilov

Alexander Gasnikov

Alexander Korotin

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

14 / 14 papers shown

Title
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport Milena Gazdieva Jaemoo Choi Alexander Kolesov Jaewoong Choi Petr Mokrov Alexander Korotin OT 101 1 0 04 Oct 2024
Neural Entropy Akhil Premkumar DiffM 123 0 0 05 Sep 2024
Computing high-dimensional optimal transport by flow neural networks Chen Xu Xiuyuan Cheng Yao Xie OT 71 5 0 19 May 2023
Energy-guided Entropic Neural Optimal Transport Petr Mokrov Alexander Korotin Alexander Kolesov Nikita Gushchin Evgeny Burnaev OT 76 21 0 12 Apr 2023
Diffusion Schrödinger Bridge Matching Yuyang Shi Valentin De Bortoli Andrew Campbell Arnaud Doucet DiffM OT 85 82 0 29 Mar 2023
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow Xingchao Liu Chengyue Gong Qiang Liu OOD 114 960 0 07 Sep 2022
Wasserstein Iterative Networks for Barycenter Estimation Alexander Korotin Vage Egiazarian Lingxiao Li Evgeny Burnaev 55 27 0 28 Jan 2022
Neural Optimal Transport Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 165 94 0 28 Jan 2022
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling Valentin De Bortoli James Thornton J. Heng Arnaud Doucet DiffM OT 75 448 0 01 Jun 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 145 97 0 10 Dec 2020
Optimal transport mapping via input convex neural networks Ashok Vardhan Makkuva Amirhossein Taghvaei Sewoong Oh Jason D. Lee OT 23 199 0 28 Aug 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 513 10,500 0 12 Dec 2018
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 262 611 0 22 Sep 2016
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 144 4,210 0 04 Jun 2013