Correlational Lagrangian Schrödinger Bridge: Learning Dynamics with Population-Level Regularization

4 February 2024

Papers citing "Correlational Lagrangian Schrödinger Bridge: Learning Dynamics with Population-Level Regularization"

9 / 9 papers shown

Title
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling Valentin De Bortoli James Thornton J. Heng Arnaud Doucet DiffM OT 73 448 0 01 Jun 2021
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 268 6,293 0 26 Nov 2020
Riemannian Continuous Normalizing Flows Emile Mathieu Maximilian Nickel AI4CE 61 120 0 18 Jun 2020
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics Alexander Tong Jessie Huang Guy Wolf David van Dijk Smita Krishnaswamy 54 167 0 09 Feb 2020
Neural Stochastic Differential Equations: Deep Latent Gaussian Models in the Diffusion Limit Belinda Tzen Maxim Raginsky DiffM 104 207 0 23 May 2019
Scalable Unbalanced Optimal Transport using Generative Adversarial Networks Karren D. Yang Caroline Uhler GAN OT 39 75 0 26 Oct 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 232 5,024 0 19 Jun 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 319 19,991 0 30 Oct 2017
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 370 16,962 0 20 Dec 2013