Entropic Neural Optimal Transport via Diffusion Processes

2 November 2022

Dmitry Vetrov

Papers citing "Entropic Neural Optimal Transport via Diffusion Processes"

35 / 35 papers shown

Title
Trajectory Inference with Smooth Schrödinger Bridges Wanli Hong Yuliang Shi Jonathan Niles-Weed 29 0 0 01 Mar 2025
Field Matching: an Electrostatic Paradigm to Generate and Transfer Data Alexander Kolesov Manukhov Stepan Vladimir V. Palyulin Alexander Korotin 48 0 0 04 Feb 2025
InfoBridge: Mutual Information estimation via Bridge Matching Sergei Kholkin Ivan Butakov E. Burnaev Nikita Gushchin Alexander Korotin DiffM FedML 45 0 0 03 Feb 2025
$Categorical Schr\"odinger Bridge Matching$ Categorical Schr\"odinger Bridge Matching Grigoriy Ksenofontov Alexander Korotin 56 0 0 03 Feb 2025
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport Milena Gazdieva Jaemoo Choi Alexander Kolesov Jaewoong Choi Petr Mokrov Alexander Korotin OT 39 0 0 04 Oct 2024
Scalable Simulation-free Entropic Unbalanced Optimal Transport Jaemoo Choi Jaewoong Choi OT 23 0 0 03 Oct 2024
$Diffusion & Adversarial Schr\"odinger Bridges via Iterative Proportional Markovian Fitting$ Diffusion & Adversarial Schr\"odinger Bridges via Iterative Proportional Markovian Fitting Sergei Kholkin Grigoriy Ksenofontov David Li Nikita Kornilov Nikita Gushchin Alexandra Suvorikova Alexey Kroshnin Evgeny Burnaev Alexander Korotin 29 2 0 03 Oct 2024
Regularized Distribution Matching Distillation for One-step Unpaired Image-to-Image Translation D. Rakitin Ivan Shchekotov Dmitry Vetrov VLM DiffM 31 0 0 20 Jun 2024
Generative Conditional Distributions by Neural (Entropic) Optimal Transport Bao Nguyen Binh Nguyen Hieu Trung Nguyen Viet Anh Nguyen OT 42 1 0 04 Jun 2024
Schrödinger Bridge with Quadratic State Cost is Exactly Solvable Alexis M. H. Teter Wenqing Wang Abhishek Halder OT 39 5 0 01 Jun 2024
Adversarial Schrödinger Bridge Matching Nikita Gushchin Daniil Selikhanovych Sergei Kholkin Evgeny Burnaev Alexander Korotin OT DiffM 24 1 0 23 May 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 53 2 0 17 Apr 2024
Optimal Flow Matching: Learning Straight Trajectories in Just One Step Nikita Kornilov Petr Mokrov Alexander Gasnikov Alexander Korotin 24 10 0 19 Mar 2024
Estimating Barycenters of Distributions with Neural Optimal Transport Alexander Kolesov Petr Mokrov Igor Udovichenko Milena Gazdieva G. Pammer E. Burnaev Alexander Korotin OT 21 5 0 06 Feb 2024
Entropic (Gromov) Wasserstein Flow Matching with GENOT Dominik Klein Théo Uscidda Fabian J. Theis Marco Cuturi OT 13 3 0 13 Oct 2023
Light Schrödinger Bridge Alexander Korotin Nikita Gushchin Evgeny Burnaev OT 11 4 0 02 Oct 2023
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs Alexander Kolesov Petr Mokrov Igor Udovichenko Milena Gazdieva G. Pammer Anastasis Kratsios Evgeny Burnaev Alexander Korotin OT 27 2 0 02 Oct 2023
Arbitrary Distributions Mapping via SyMOT-Flow: A Flow-based Approach Integrating Maximum Mean Discrepancy and Optimal Transport Zhe Xiong Qiaoqiao Ding Xiaoqun Zhang OOD 6 0 0 26 Aug 2023
Transport meets Variational Inference: Controlled Monte Carlo Diffusions Francisco Vargas Shreyas Padhy Denis Blessing Nikolas Nusken DiffM OT 40 3 0 03 Jul 2023
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark Nikita Gushchin Alexander Kolesov Petr Mokrov Polina Karpikova A. Spiridonov Evgeny Burnaev Alexander Korotin OT DiffM 29 15 0 16 Jun 2023
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge Beomsu Kim Gihyun Kwon Kwanyoung Kim Jong Chul Ye DiffM OT 31 53 0 24 May 2023
Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey Abdelwahed Khamis Russell Tsuchida Mohamed Tarek V. Rolland Lars Petersson OT 38 12 0 08 May 2023
Energy-guided Entropic Neural Optimal Transport Petr Mokrov Alexander Korotin Alexander Kolesov Nikita Gushchin Evgeny Burnaev OT 33 21 0 12 Apr 2023
Light Unbalanced Optimal Transport Milena Gazdieva Arip Asadulaev Alexander Korotin Evgeny Burnaev OT 16 1 0 14 Mar 2023
Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem Xavier Aramayo Carrasco Maksim Nekrashevich Petr Mokrov Evgeny Burnaev Alexander Korotin OT 35 5 0 10 Mar 2023
Extremal Domain Translation with Neural Optimal Transport Milena Gazdieva Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 11 11 0 30 Jan 2023
On amortizing convex conjugates for optimal transport Brandon Amos OT 70 27 0 21 Oct 2022
Neural Optimal Transport with General Cost Functionals Arip Asadulaev Alexander Korotin Vage Egiazarian Petr Mokrov Evgeny Burnaev OT 78 32 0 30 May 2022
Understanding DDPM Latent Codes Through Optimal Transport Valentin Khrulkov Gleb Ryzhakov Andrei Chertkov Ivan V. Oseledets OT DiffM 24 51 0 14 Feb 2022
Neural Optimal Transport Alexander Korotin Daniil Selikhanovych Evgeny Burnaev OT 124 88 0 28 Jan 2022
Variational Wasserstein gradient flow JiaoJiao Fan Qinsheng Zhang Amirhossein Taghvaei Yongxin Chen 68 54 0 04 Dec 2021
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory T. Chen Guan-Horng Liu Evangelos A. Theodorou DiffM OT 172 160 0 21 Oct 2021
Generative Modeling with Optimal Transport Maps Litu Rout Alexander Korotin Evgeny Burnaev OT DiffM 116 65 0 06 Oct 2021
Wasserstein-2 Generative Networks Alexander Korotin Vage Egiazarian Arip Asadulaev Alexander Safin E. Burnaev GAN 109 100 0 28 Sep 2019
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 173 596 0 22 Sep 2016