Deep Generalized Schrödinger Bridge

20 September 2022

Guan-Horng Liu

T. Chen

Oswin So

Evangelos A. Theodorou

AI4CE

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Papers citing "Deep Generalized Schrödinger Bridge"

25 / 25 papers shown

Title
Dynamical Measure Transport and Neural PDE Solvers for Sampling Jingtong Sun Julius Berner Lorenz Richter Marius Zeinhofer Johannes Müller Kamyar Azizzadenesheli Anima Anandkumar OT DiffM 39 8 0 10 Jul 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
Neural Optimal Transport with Lagrangian Costs Aram-Alexandre Pooladian Carles Domingo-Enrich Ricky T. Q. Chen Brandon Amos OT 42 15 0 01 Jun 2024
Stochastic Optimal Control for Diffusion Bridges in Function Spaces Byoungwoo Park Jungwon Choi Sungbin Lim Juho Lee 50 3 0 31 May 2024
Control, Transport and Sampling: Towards Better Loss Design Qijia Jiang David Nabergoj OT 38 0 0 22 May 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 42 42 0 20 Mar 2024
Unsupervised Solution Operator Learning for Mean-Field Games via Sampling-Invariant Parametrizations Han Huang Rongjie Lai 30 2 0 27 Jan 2024
Image Restoration Through Generalized Ornstein-Uhlenbeck Bridge Conghan Yue Zhengwei Peng Junlong Ma Shiyan Du Pengxu Wei Dongyu Zhang DiffM 32 13 0 16 Dec 2023
Augmented Bridge Matching Valentin De Bortoli Guan-Horng Liu Tianrong Chen Evangelos A. Theodorou Weilie Nie 48 10 0 12 Nov 2023
DockGame: Cooperative Games for Multimeric Rigid Protein Docking Vignesh Ram Somnath Pier Giuseppe Sessa María Rodríguez Martínez Andreas Krause 34 2 0 09 Oct 2023
Generalized Schrödinger Bridge Matching Guan-Horng Liu Y. Lipman Maximilian Nickel Brian Karrer Evangelos A. Theodorou Ricky T. Q. Chen DiffM 29 14 0 03 Oct 2023
RetroBridge: Modeling Retrosynthesis with Markov Bridges Ilia Igashov Arne Schneuing Marwin H. S. Segler Michael M. Bronstein B. Correia 31 14 0 30 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 36 29 0 07 Jul 2023
Improved sampling via learned diffusions Lorenz Richter Julius Berner DiffM 31 52 0 03 Jul 2023
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge Beomsu Kim Gihyun Kwon Kwanyoung Kim Jong Chul Ye DiffM OT 34 55 0 24 May 2023
A mean-field games laboratory for generative modeling Benjamin J. Zhang M. Katsoulakis 24 17 0 26 Apr 2023
Diffusion Schrödinger Bridge Matching Yuyang Shi Valentin De Bortoli Andrew Campbell Arnaud Doucet DiffM OT 56 65 0 29 Mar 2023
Deep Learning for Mean Field Optimal Transport Sebastian Baudelet Brieuc Frénais Mathieu Laurière Amal Machtalay Yuchen Zhu OT 15 2 0 28 Feb 2023
Aligned Diffusion Schrödinger Bridges Vignesh Ram Somnath Matteo Pariset Ya-Ping Hsieh María Rodríguez Martínez Andreas Krause Charlotte Bunne DiffM 117 30 0 22 Feb 2023
Improving and generalizing flow-based generative models with minibatch optimal transport Alexander Tong Kilian Fatras Nikolay Malkin G. Huguet Yanlei Zhang Jarrid Rector-Brooks Guy Wolf Yoshua Bengio OOD DiffM OT 39 231 0 01 Feb 2023
Transport with Support: Data-Conditional Diffusion Bridges Ella Tamir Martin Trapp Arno Solin DiffM OT 28 7 0 31 Jan 2023
Entropic Neural Optimal Transport via Diffusion Processes Nikita Gushchin Alexander Kolesov Alexander Korotin Dmitry Vetrov Evgeny Burnaev OT DiffM 37 37 0 02 Nov 2022
The Schrödinger Bridge between Gaussian Measures has a Closed Form Charlotte Bunne Ya-Ping Hsieh Marco Cuturi Andreas Krause OT 25 42 0 11 Feb 2022
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory T. Chen Guan-Horng Liu Evangelos A. Theodorou DiffM OT 174 163 0 21 Oct 2021
Second-Order Neural ODE Optimizer Guan-Horng Liu T. Chen Evangelos A. Theodorou 26 12 0 29 Sep 2021