Transport with Support: Data-Conditional Diffusion Bridges

Transport with Support: Data-Conditional Diffusion Bridges

31 January 2023

Arno Solin

Papers citing "Transport with Support: Data-Conditional Diffusion Bridges"

12 / 12 papers shown

Title
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI F. Terhag P. Knechtges A. Basermann R. Tempone 108 1 0 30 Oct 2023
Diffusion Schrödinger Bridge Matching Yuyang Shi Valentin De Bortoli Andrew Campbell Arnaud Doucet DiffM OT 82 75 0 29 Mar 2023
An optimal control perspective on diffusion-based generative modeling Julius Berner Lorenz Richter Karen Ullrich DiffM 85 87 0 02 Nov 2022
Deep Generalized Schrödinger Bridge Guan-Horng Liu T. Chen Oswin So Evangelos A. Theodorou OT AI4CE 54 36 0 20 Sep 2022
Deep Generative Learning via Schrödinger Bridge Gefei Wang Yuling Jiao Qiang Xu Yang Wang Can Yang DiffM OT 37 94 0 19 Jun 2021
Diffusion Schrödinger Bridge with Applications to Score-Based Generative Modeling Valentin De Bortoli James Thornton J. Heng Arnaud Doucet DiffM OT 63 448 0 01 Jun 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 128 3,599 0 18 Feb 2021
Differentiable Particle Filtering via Entropy-Regularized Optimal Transport Adrien Corenflos James Thornton George Deligiannidis Arnaud Doucet OT 50 68 0 15 Feb 2021
Maximum Likelihood Training of Score-Based Diffusion Models Yang Song Conor Durkan Iain Murray Stefano Ermon DiffM 78 642 0 22 Jan 2021
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics Alexander Tong Jessie Huang Guy Wolf David van Dijk Smita Krishnaswamy 42 167 0 09 Feb 2020
Computational Optimal Transport Gabriel Peyré Marco Cuturi OT 115 2,133 0 01 Mar 2018
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 97 4,210 0 04 Jun 2013