Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging

Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging

30 May 2024

Amartya Banerjee

Caroline Moosmüller

Papers citing "Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging"

9 / 9 papers shown

Title
Trajectory Inference with Smooth Schrödinger Bridges Wanli Hong Yuliang Shi Jonathan Niles-Weed 54 1 0 01 Mar 2025
A Computational Framework for Solving Wasserstein Lagrangian Flows Kirill Neklyudov Rob Brekelmans Alexander Tong Lazar Atanackovic Qiang Liu Alireza Makhzani OT 51 21 0 16 Oct 2023
Improving and generalizing flow-based generative models with minibatch optimal transport Alexander Tong Kilian Fatras Nikolay Malkin G. Huguet Yanlei Zhang Jarrid Rector-Brooks Guy Wolf Yoshua Bengio OOD DiffM OT 63 268 0 01 Feb 2023
Manifold Interpolating Optimal-Transport Flows for Trajectory Inference G. Huguet D. S. Magruder Alexander Tong O. Fasina Manik Kuchroo Guy Wolf Smita Krishnaswamy OT DRL 70 60 0 29 Jun 2022
Myriad: a real-world testbed to bridge trajectory optimization and deep learning Nikolaus H. R. Howe Simon Dufort-Labbé Nitarshan Rajkumar Pierre-Luc Bacon 39 5 0 22 Feb 2022
Fast and Smooth Interpolation on Wasserstein Space Sinho Chewi Julien Clancy Thibaut Le Gouic Philippe Rigollet George Stepaniants Austin J. Stromme 16 24 0 22 Oct 2020
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics Alexander Tong Jessie Huang Guy Wolf David van Dijk Smita Krishnaswamy 44 167 0 09 Feb 2020
Joint Distribution Optimal Transportation for Domain Adaptation Nicolas Courty Rémi Flamary Amaury Habrard A. Rakotomamonjy OT OOD 66 561 0 24 May 2017
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 107 4,210 0 04 Jun 2013