Reflected Schrödinger Bridge for Constrained Generative Modeling

6 January 2024

Papers citing "Reflected Schrödinger Bridge for Constrained Generative Modeling"

9 / 9 papers shown

Title
Optimal Stochastic Trace Estimation in Generative Modeling Xinyang Liu Hengrong Du Wei Deng Ruqi Zhang AI4TS 47 0 0 26 Feb 2025
Recurrent Interpolants for Probabilistic Time Series Prediction Yu Chen Marin Biloš Sarthak Mittal Wei Deng Kashif Rasul Anderson Schneider BDL DiffM AI4TS 30 0 0 18 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
Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics Haoyang Zheng Hengrong Du Qi Feng Wei Deng Guang Lin 39 4 0 13 May 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 53 2 0 17 Apr 2024
Sampling is as easy as learning the score: theory for diffusion models with minimal data assumptions Sitan Chen Sinho Chewi Jungshian Li Yuanzhi Li Adil Salim Anru R. Zhang DiffM 132 246 0 22 Sep 2022
Convergence Rates for Regularized Optimal Transport via Quantization Stephan Eckstein Marcel Nutz OT MQ 46 26 0 30 Aug 2022
Riemannian Score-Based Generative Modelling Valentin De Bortoli Emile Mathieu M. Hutchinson James Thornton Yee Whye Teh Arnaud Doucet DiffM 219 164 0 06 Feb 2022
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory T. Chen Guan-Horng Liu Evangelos A. Theodorou DiffM OT 174 162 0 21 Oct 2021