Neural Optimal Transport with Lagrangian Costs

Neural Optimal Transport with Lagrangian Costs

1 June 2024

Aram-Alexandre Pooladian

Carles Domingo-Enrich

Ricky T. Q. Chen

Papers citing "Neural Optimal Transport with Lagrangian Costs"

12 / 12 papers shown

Title
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport Zhenyi Zhang Tiejun Li Peijie Zhou OT 106 5 0 01 Oct 2024
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 41 62 0 28 Apr 2023
Uncovering Challenges of Solving the Continuous Gromov-Wasserstein Problem Xavier Aramayo Carrasco Maksim Nekrashevich Petr Mokrov Evgeny Burnaev Alexander Korotin OT 22 5 0 10 Mar 2023
Empirical Optimal Transport under Estimated Costs: Distributional Limits and Statistical Applications Shayan Hundrieser Gilles Mordant C. Weitkamp Axel Munk OT 16 4 0 03 Jan 2023
On amortizing convex conjugates for optimal transport Brandon Amos OT 48 21 0 21 Oct 2022
Riemannian Metric Learning via Optimal Transport Christopher Scarvelis Justin Solomon OT 23 7 0 18 May 2022
Tutorial on amortized optimization Brandon Amos OffRL 31 33 0 01 Feb 2022
Generative Modeling with Optimal Transport Maps Litu Rout Alexander Korotin Evgeny Burnaev OT DiffM 99 56 0 06 Oct 2021
Entropic estimation of optimal transport maps Aram-Alexandre Pooladian Jonathan Niles-Weed OT 49 90 0 24 Sep 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 83 83 0 10 Dec 2020
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 55 157 0 07 Feb 2020
Wasserstein-2 Generative Networks Alexander Korotin Vage Egiazarian Arip Asadulaev Alexander Safin E. Burnaev GAN 93 89 0 28 Sep 2019