Diffusion Schrödinger Bridge Matching

29 March 2023

Papers citing "Diffusion Schrödinger Bridge Matching"

50 / 64 papers shown

Title
Learning Energy-Based Generative Models via Potential Flow: A Variational Principle Approach to Probability Density Homotopy Matching Junn Yong Loo Michelle Adeline Julia Kaiwen Lau Fang Yu Leong Hwa Hui Tew Arghya Pal Vishnu Monn Baskaran Chee-Ming Ting Raphaël C.-W. Phan BDL 49 0 0 22 Apr 2025
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 43 0 0 16 Apr 2025
Efficient Generative Model Training via Embedded Representation Warmup Deyuan Liu Peng Sun Xufeng Li Tao Lin 19 0 0 14 Apr 2025
FlowTok: Flowing Seamlessly Across Text and Image Tokens Ju He Qihang Yu Qihao Liu Liang-Chieh Chen 60 0 0 13 Mar 2025
On the Generalization Properties of Diffusion Models Puheng Li Zhong Li Huishuai Zhang Jiang Bian 61 29 0 13 Mar 2025
Temporal Difference Flows Jesse Farebrother Matteo Pirotta Andrea Tirinzoni Rémi Munos A. Lazaric Ahmed Touati AI4TS AIFin 45 0 0 12 Mar 2025
Optimal Stochastic Trace Estimation in Generative Modeling Xinyang Liu Hengrong Du Wei Deng Ruqi Zhang AI4TS 37 0 0 26 Feb 2025
Conditional sampling within generative diffusion models Zheng Zhao Ziwei Luo Jens Sjölund Thomas B. Schon DiffM VLM 71 3 0 20 Feb 2025
Neural Guided Diffusion Bridges Gefan Yang Frank van der Meulen Stefan Sommer DiffM 46 0 0 17 Feb 2025
Bridge-IF: Learning Inverse Protein Folding with Markov Bridges Yiheng Zhu Jialu Wu Q. Li Jiahuan Yan Mingze Yin Wei Yu Wu Mingyang Li Jieping Ye Z. Wang J. Wu 29 1 0 04 Nov 2024
Bridging Geometric States via Geometric Diffusion Bridge Shengjie Luo Yixian Xu Di He Shuxin Zheng Tie-Yan Liu Liwei Wang 27 0 0 31 Oct 2024
Consistency Diffusion Bridge Models Guande He Kaiwen Zheng Jianfei Chen Fan Bao Jun-Jie Zhu DiffM 43 2 0 30 Oct 2024
Trajectory Flow Matching with Applications to Clinical Time Series Modeling Xi Zhang Yuan Pu Yuki Kawamura Andrew Loza Yoshua Bengio Dennis L. Shung Alexander Tong OOD AI4TS MedIm 18 2 0 28 Oct 2024
Your Image is Secretly the Last Frame of a Pseudo Video Wenlong Chen Wenlin Chen Lapo Rastrelli Yingzhen Li DiffM VGen 22 0 0 26 Oct 2024
Generalized Flow Matching for Transition Dynamics Modeling Haibo Wang Yuxuan Qiu Yanze Wang Rob Brekelmans Yuanqi Du 18 1 0 19 Oct 2024
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 36 2 0 16 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 26 9 0 10 Oct 2024
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport Milena Gazdieva Jaemoo Choi Alexander Kolesov Jaewoong Choi Petr Mokrov Alexander Korotin OT 16 0 0 04 Oct 2024
Stochastic Sampling from Deterministic Flow Models Saurabh Singh Ian S. Fischer 21 2 0 03 Oct 2024
Entropy, concentration, and learning: a statistical mechanics primer Akshay Balsubramani AI4CE 22 1 0 27 Sep 2024
CUNSB-RFIE: Context-aware Unpaired Neural Schr"{o}dinger Bridge in Retinal Fundus Image Enhancement Xuanzhao Dong Vamsi Krishna Vasa Wenhui Zhu Peijie Qiu Xiwen Chen Yi Su Yujian Xiong Zhangsihao Yang Yanxi Chen Yalin Wang MedIm 27 1 0 17 Sep 2024
$BM$^2$: Coupled Schr\"{o}dinger Bridge Matching$ BM $^2$ : Coupled Schr\"{o}dinger Bridge Matching Stefano Peluchetti OT 19 0 0 14 Sep 2024
Theoretical guarantees in KL for Diffusion Flow Matching Marta Gentiloni Silveri Giovanni Conforti Alain Durmus 24 2 0 12 Sep 2024
Several questions of visual generation in 2024 Shuyang Gu 22 1 0 11 Jul 2024
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently Sergio Calo Anders Jonsson Gergely Neu Ludovic Schwartz Javier Segovia OT 14 1 0 06 Jun 2024
Schrödinger Bridge with Quadratic State Cost is Exactly Solvable Alexis M. H. Teter Wenqing Wang Abhishek Halder OT 39 2 0 01 Jun 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces Byoungwoo Park Jungwon Choi Sungbin Lim Juho Lee 43 3 0 31 May 2024
Diffusion Bridge Implicit Models Kaiwen Zheng Guande He Jianfei Chen Fan Bao Jun Zhu DiffM 68 13 0 24 May 2024
Metric Flow Matching for Smooth Interpolations on the Data Manifold Kacper Kapusniak Peter Potaptchik Teodora Reu Leo Zhang Alexander Tong Michael M. Bronstein A. Bose Francesco Di Giovanni 28 11 0 23 May 2024
Adversarial Schrödinger Bridge Matching Nikita Gushchin Daniil Selikhanovych Sergei Kholkin Evgeny Burnaev Alexander Korotin OT DiffM 16 1 0 23 May 2024
Control, Transport and Sampling: Towards Better Loss Design Qijia Jiang David Nabergoj OT 22 0 0 22 May 2024
Conditioning diffusion models by explicit forward-backward bridging Adrien Corenflos Zheng Zhao Simo Särkkä Jens Sjölund Thomas B. Schon DiffM 41 5 0 22 May 2024
Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling Grigory Bartosh Dmitry Vetrov C. A. Naesseth DiffM 16 7 0 19 Apr 2024
Optimal Flow Matching: Learning Straight Trajectories in Just One Step Nikita Kornilov Petr Mokrov Alexander Gasnikov Alexander Korotin 16 10 0 19 Mar 2024
SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers Nanye Ma Mark Goldstein M. S. Albergo Nicholas M. Boffi Eric Vanden-Eijnden Saining Xie DiffM 13 163 0 16 Jan 2024
Diffusion Models With Learned Adaptive Noise S. Sahoo Aaron Gokaslan Christopher De Sa Volodymyr Kuleshov DiffM 13 8 0 20 Dec 2023
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge Conghan Yue Zhengwei Peng Junlong Ma Shiyan Du Pengxu Wei Dongyu Zhang DiffM 19 12 0 16 Dec 2023
Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis Zehua Chen Guande He Kaiwen Zheng Xu Tan Jun Zhu DiffM 30 9 0 06 Dec 2023
Augmented Bridge Matching Valentin De Bortoli Guan-Horng Liu Tianrong Chen Evangelos A. Theodorou Weilie Nie 38 10 0 12 Nov 2023
Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes Jaehyeong Jo Sung Ju Hwang DiffM 9 8 0 11 Oct 2023
The Emergence of Reproducibility and Generalizability in Diffusion Models Huijie Zhang Jinfan Zhou Yifu Lu Minzhe Guo Peng Wang Liyue Shen Qing Qu DiffM 15 2 0 08 Oct 2023
SE(3)-Stochastic Flow Matching for Protein Backbone Generation A. Bose Tara Akhound-Sadegh Guillaume Huguet Kilian Fatras Jarrid Rector-Brooks Cheng-Hao Liu A. Nica Maksym Korablyov Michael M. Bronstein Alexander Tong DiffM 22 71 0 03 Oct 2023
Generalized Schrödinger Bridge Matching Guan-Horng Liu Y. Lipman Maximilian Nickel Brian Karrer Evangelos A. Theodorou Ricky T. Q. Chen DiffM 14 6 0 03 Oct 2023
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs Alexander Kolesov Petr Mokrov Igor Udovichenko Milena Gazdieva G. Pammer Anastasis Kratsios Evgeny Burnaev Alexander Korotin OT 20 2 0 02 Oct 2023
Denoising Diffusion Bridge Models Linqi Zhou Aaron Lou Samar Khanna Stefano Ermon DiffM 17 61 0 29 Sep 2023
Diffusion Schrödinger Bridges for Bayesian Computation J. Heng Valentin De Bortoli Arnaud Doucet DiffM 15 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 22 26 0 07 Jul 2023
Unbalanced Diffusion Schrödinger Bridge Matteo Pariset Ya-Ping Hsieh Charlotte Bunne Andreas Krause Valentin De Bortoli DiffM OT 8 2 0 15 Jun 2023
Tree-Based Diffusion Schrödinger Bridge with Applications to Wasserstein Barycenters Maxence Noble Valentin De Bortoli Arnaud Doucet Alain Durmus DiffM OT 19 7 0 26 May 2023
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge Beomsu Kim Gihyun Kwon Kwanyoung Kim Jong Chul Ye DiffM OT 18 23 0 24 May 2023