Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling

3 April 2023

Papers citing "Diffusion Bridge Mixture Transports, Schrödinger Bridge Problems and Generative Modeling"

36 / 36 papers shown

Title
Adjoint Sampling: Highly Scalable Diffusion Samplers via Adjoint Matching Aaron J. Havens Benjamin Kurt Miller Bing Yan Carles Domingo-Enrich Anuroop Sriram ... Brandon Amos Brian Karrer Xiang Fu Guan-Horng Liu Ricky T. Q. Chen DiffM 48 0 0 16 Apr 2025
InfoBridge: Mutual Information estimation via Bridge Matching Sergei Kholkin Ivan Butakov E. Burnaev Nikita Gushchin Alexander Korotin DiffM FedML 50 0 0 03 Feb 2025
$Categorical Schr\"odinger Bridge Matching$ Categorical Schr\"odinger Bridge Matching Grigoriy Ksenofontov Alexander Korotin 56 0 0 03 Feb 2025
Beyond Fixed Horizons: A Theoretical Framework for Adaptive Denoising Diffusions Soren Christensen C. Strauch Lukas Trottner DiffM 93 0 0 31 Jan 2025
Bridging Geometric States via Geometric Diffusion Bridge Shengjie Luo Yixian Xu Di He Shuxin Zheng Tie-Yan Liu Liwei Wang 34 0 0 31 Oct 2024
Consistency Diffusion Bridge Models Guande He Kaiwen Zheng Jianfei Chen Fan Bao Jun-Jie Zhu DiffM 59 3 0 30 Oct 2024
Exploring the Design Space of Diffusion Bridge Models via Stochasticity Control Shaorong Zhang Yuanbin Cheng Xianghao Kong Greg Ver Steeg 29 1 0 28 Oct 2024
Doob's Lagrangian: A Sample-Efficient Variational Approach to Transition Path Sampling Yuanqi Du Michael Plainer Rob Brekelmans Chenru Duan Frank Noé Carla P. Gomes Alán Aspuru-Guzik Kirill Neklyudov 37 9 0 10 Oct 2024
Simple ReFlow: Improved Techniques for Fast Flow Models Beomsu Kim Yu-Guan Hsieh Michal Klein Marco Cuturi Jong Chul Ye Bahjat Kawar James Thornton VLM 28 7 0 10 Oct 2024
Amortized Control of Continuous State Space Feynman-Kac Model for Irregular Time Series Byoungwoo Park Hyungi Lee Juho Lee AI4TS 41 0 0 08 Oct 2024
$Diffusion & Adversarial Schr\"odinger Bridges via Iterative Proportional Markovian Fitting$ Diffusion & Adversarial Schr\"odinger Bridges via Iterative Proportional Markovian Fitting Sergei Kholkin Grigoriy Ksenofontov David Li Nikita Kornilov Nikita Gushchin Alexandra Suvorikova Alexey Kroshnin Evgeny Burnaev Alexander Korotin 34 2 0 03 Oct 2024
Schrödinger bridge based deep conditional generative learning Hanwen Huang DiffM 21 1 0 25 Sep 2024
$BM$^2$: Coupled Schr\"{o}dinger Bridge Matching$ BM $^2$ : Coupled Schr\"{o}dinger Bridge Matching Stefano Peluchetti OT 26 0 0 14 Sep 2024
Schrödinger Bridge with Quadratic State Cost is Exactly Solvable Alexis M. H. Teter Wenqing Wang Abhishek Halder OT 47 5 0 01 Jun 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces Byoungwoo Park Jungwon Choi Sungbin Lim Juho Lee 45 3 0 31 May 2024
Adversarial Schrödinger Bridge Matching Nikita Gushchin Daniil Selikhanovych Sergei Kholkin Evgeny Burnaev Alexander Korotin OT DiffM 29 1 0 23 May 2024
Control, Transport and Sampling: Towards Better Loss Design Qijia Jiang David Nabergoj OT 30 0 0 22 May 2024
Soft-constrained Schrodinger Bridge: a Stochastic Control Approach Jhanvi Garg Xianyang Zhang Quan Zhou DiffM OT 35 0 0 04 Mar 2024
Reflected Schrödinger Bridge for Constrained Generative Modeling Wei Deng Yu Chen Nicole Tianjiao Yang Hengrong Du Qi Feng Ricky T. Q. Chen 26 7 0 06 Jan 2024
Diffusion Models With Learned Adaptive Noise S. Sahoo Aaron Gokaslan Christopher De Sa Volodymyr Kuleshov DiffM 26 8 0 20 Dec 2023
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis Zehua Chen Guande He Kaiwen Zheng Xu Tan Jun Zhu DiffM 46 21 0 06 Dec 2023
Augmented Bridge Matching Valentin De Bortoli Guan-Horng Liu Tianrong Chen Evangelos A. Theodorou Weilie Nie 46 10 0 12 Nov 2023
A Computational Framework for Solving Wasserstein Lagrangian Flows Kirill Neklyudov Rob Brekelmans Alexander Tong Lazar Atanackovic Qiang Liu Alireza Makhzani OT 26 17 0 16 Oct 2023
Generative Modeling with Phase Stochastic Bridges Tianrong Chen Jiatao Gu Laurent Dinh Evangelos A. Theodorou J. Susskind Shuangfei Zhai DiffM 25 13 0 11 Oct 2023
Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes Jaehyeong Jo Sung Ju Hwang DiffM 29 9 0 11 Oct 2023
Generalized Schrödinger Bridge Matching Guan-Horng Liu Y. Lipman Maximilian Nickel Brian Karrer Evangelos A. Theodorou Ricky T. Q. Chen DiffM 27 14 0 03 Oct 2023
Denoising Diffusion Bridge Models Linqi Zhou Aaron Lou Samar Khanna Stefano Ermon DiffM 30 63 0 29 Sep 2023
Diffusion Schrödinger Bridges for Bayesian Computation J. Heng Valentin De Bortoli Arnaud Doucet DiffM 25 3 0 27 Aug 2023
Simulation-free Schrödinger bridges via score and flow matching Alexander Tong Nikolay Malkin Kilian Fatras Lazar Atanackovic Yanlei Zhang G. Huguet Guy Wolf Yoshua Bengio DiffM OT 29 29 0 07 Jul 2023
Transport meets Variational Inference: Controlled Monte Carlo Diffusions Francisco Vargas Shreyas Padhy Denis Blessing Nikolas Nusken DiffM OT 40 3 0 03 Jul 2023
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters Maxence Noble Valentin De Bortoli Arnaud Doucet Alain Durmus DiffM OT 32 7 0 26 May 2023
Diffusion Schrödinger Bridge Matching Yuyang Shi Valentin De Bortoli Andrew Campbell Arnaud Doucet DiffM OT 51 65 0 29 Mar 2023
Aligned Diffusion Schrödinger Bridges Vignesh Ram Somnath Matteo Pariset Ya-Ping Hsieh María Rodríguez Martínez Andreas Krause Charlotte Bunne DiffM 114 30 0 22 Feb 2023
Action Matching: Learning Stochastic Dynamics from Samples Kirill Neklyudov Rob Brekelmans Daniel de Souza Severo Alireza Makhzani 19 41 0 13 Oct 2022
Rectified Flow: A Marginal Preserving Approach to Optimal Transport Qiang Liu OT 127 85 0 29 Sep 2022
MCMC using Hamiltonian dynamics Radford M. Neal 182 3,262 0 09 Jun 2012