Trajectory Inference with Smooth Schrödinger Bridges

1 March 2025

Papers citing "Trajectory Inference with Smooth Schrödinger Bridges"

8 / 8 papers shown

Title
Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging Amartya Banerjee Harlin Lee Nir Sharon Caroline Moosmüller 65 1 0 30 May 2024
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 87 62 0 29 Jun 2022
The Schrödinger Bridge between Gaussian Measures has a Closed Form Charlotte Bunne Ya-Ping Hsieh Marco Cuturi Andreas Krause OT 62 51 0 11 Feb 2022
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling Valentin De Bortoli James Thornton J. Heng Arnaud Doucet DiffM OT 101 465 0 01 Jun 2021
Learning Hidden Markov Models from Aggregate Observations Rahul Singh Qinsheng Zhang Yongxin Chen FedML 35 4 0 23 Nov 2020
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics Alexander Tong Jessie Huang Guy Wolf David van Dijk Smita Krishnaswamy 62 170 0 09 Feb 2020
Machine Learning for Fluid Mechanics Steven Brunton B. R. Noack Petros Koumoutsakos AI4CE PINN 84 2,117 0 27 May 2019
Belief Propagation for Continuous State Spaces: Stochastic Message-Passing with Quantitative Guarantees Nima Noorshams Martin J. Wainwright 81 38 0 16 Dec 2012