TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular
Dynamics

TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics

9 February 2020

Guy Wolf

David van Dijk

Smita Krishnaswamy

Papers citing "TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics"

14 / 14 papers shown

Title
Minimum-Excess-Work Guidance Christopher Kolloff Tobias Höppe Emmanouil Angelis Mathias Jacob Schreiner Stefan Bauer Andrea Dittadi Simon Olsson OT 28 0 0 19 May 2025
Using Linearized Optimal Transport to Predict the Evolution of Stochastic Particle Systems Nicholas Karris Evangelos A. Nikitopoulos Ioannis G. Kevrekidis Seungjoon Lee Alexander Cloninger OT 59 0 0 10 Jan 2025
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds Xingzhi Sun Danqi Liao Kincaid MacDonald Yanlei Zhang Chen Liu Guillaume Huguet Guy Wolf Ian M. Adelstein Tim G. J. Rudner Smita Krishnaswamy 61 4 0 16 Oct 2024
Learning stochastic dynamics from snapshots through regularized unbalanced optimal transport Zhenyi Zhang Tiejun Li Peijie Zhou OT 169 9 0 01 Oct 2024
Implicit Dynamical Flow Fusion (IDFF) for Generative Modeling Mohammad R. Rezaei Rahul G. Krishnan Milos R. Popovic M. Lankarany DiffM 36 0 0 22 Sep 2024
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold Lazar Atanackovic Xi Zhang Brandon Amos Mathieu Blanchette Leo J. Lee Yoshua Bengio Alexander Tong Kirill Neklyudov 70 11 0 26 Aug 2024
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior Anming Gu Edward Chien Kristjan Greenewald 53 7 0 11 Jun 2024
Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging Amartya Banerjee Harlin Lee Nir Sharon Caroline Moosmüller 49 1 0 30 May 2024
Computing high-dimensional optimal transport by flow neural networks Chen Xu Xiuyuan Cheng Yao Xie OT 57 5 0 19 May 2023
Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections Boris Muzellec Marco Cuturi OT 27 31 0 24 May 2019
Scalable Unbalanced Optimal Transport using Generative Adversarial Networks Karren D. Yang Caroline Uhler GAN OT 21 75 0 26 Oct 2018
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 61 2,133 0 01 Mar 2018
Sharp asymptotic and finite-sample rates of convergence of empirical measures in Wasserstein distance Jonathan Niles-Weed Francis R. Bach 29 417 0 01 Jul 2017
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 46 4,210 0 04 Jun 2013

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