Schrödinger Bridges

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8 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. Cost-augmented Schrödinger bridges on graphs are exactly solvable: a Feynman-Kac tilt replaces learned control

    Oct 1, 2026Akshay BalsubramaniSchrödinger BridgesMissing Bridge

  2. Distributionally Robust Schrödinger Bridge

    Oct 1, 2026Jinhwan Sul, Panagiotis Theodoropoulos, Vincent Pacelli +2Schrödinger BridgesDistributionally-Robust Optimization

    Department of Aerospace Engineering Georgia Institute of Technology, Atlanta, GA, USA

  3. Tilted Schrödinger Bridge Matching

    Sep 28, 2026Sergei Kholkin, Evgeny Burnaev, Alexander KorotinSchrödinger BridgesUnpaired Image-To-Image Translation

    Applied AI Institute

  4. SE-MSB: End-to-End Unpaired Speech Enhancement using Mamba Schrödinger Bridges

    Sep 22, 2026Andreas Bagge, Andreas Nymand, Michael Riis Andersen +1Speech EnhancementDiffusion Models

    DTU Compute, Kgs. Lyngby, Denmark · WSA, Lynge, Denmark

  5. Bridge of ΨΨ's: Quantum Circuit Optimization with Schrödinger Bridges

    Sep 22, 2026Lino S. Hofstetter, Lia Yeh, Prakash MuraliQuantum CircuitsSchrödinger Bridges

    ETH Zürich Zürich, Switzerland · University of Cambridge Cambridge, United Kingdom

  6. Stable Filters for Generative Modeling of Graph Signals

    Sep 16, 2026Martin Schmidt, Gonzalo MateosGenerative ModelsSchrödinger Bridges

    University of Rochester, Rochester, NY, USA

  7. Linear Exponential Quadratic Gaussian Covariance Steering

    Sep 14, 2026Chiran B. Cherian, Yasemin Isik, Abhishek HalderLinear Quadratic RegulatorCovariance

    Department of Aerospace Engineering, Iowa State University, Ames, IA 50011, USA · Department of Mathematics, Iowa State University, Ames, IA 50011, USA

  8. 3D CT-to-PET Translation via Latent Brownian Bridge Diffusion

    Sep 14, 2026Sarita Mourya, Francesco Di Feola, Pierangelo Veltri +1Positron Emission TomographyLesion

    Department of Medical and Surgical Sciences, Universit`a ”Magna Græcia” di Catanzaro Catanzaro, Italy · Department of Diagnostics and Intervention, Radiation Physics, Biomedical Engineering, Ume˚a University, Sweden · Department of Computer Science, Modeling, Electronics and Systems Engineering (DIMES) University of Calabria, Italy +1

  9. HybridSB-MoE: Dual-Domain Schrödinger Bridges with Scene-Adaptive Expert Routing for Speech Enhancement

    Aug 13, 2026Zhengyi Lu, Aswini Sivakumar, Jie Hu +1Speech EnhancementSchrödinger Bridges

    Department of Computer Science and Engineering, Oakland University, Rochester, MI 48309

  10. PRISM: Principled Reference Identification for Schrodinger Bridge Model

    Aug 7, 2026Forouzan Fallah, Yezhou YangSchrödinger BridgesPrism

    Arizona State University

  11. Generative Brownian Bridge Diffusion In Motion Space For Enhanced Myocardial Strain Analysis

    Aug 3, 2026Rishov Paul, Frederick H. Epstein, Miaomiao ZhangCardiac Magnetic Resonance ImagingSchrödinger Bridges

    Department of Computer Science, University of Virginia, USA · Department of Biomedical Engineering, University of Virginia, USA · Department of Electrical and Computer Engineering, University of Virginia, USA

  12. Twisted Schrödinger Bridge Matching

    Jul 18, 2026Maxence Noble, Marie Scheid, Yazid Janati +2Schrödinger BridgesDifferentiable Optimal Transport

    CMAP, Ecole polytechnique · Institute of Foundation Models · MBZUAI +1

  13. Heterogeneity-Adaptive Diffusion Schrodinger Bridge for PET-Guided Whole-Body MRI Translation

    Jul 8, 2026Chengbo Wang, Jiacheng Yu, Linjie Bian +7Schrödinger BridgesBiomarker

    The University of Sydney, Sydney, Australia · Department of Nuclear Medicine, Fudan University Shanghai Cancer Center, Shanghai, China · State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University, Beijing, China

  14. Reflected Schrödinger Bridge Matching

    Jul 3, 2026Marcus Häggbom, Viktor Nilsson, Pierre Nyquist +1Schrödinger BridgesGenerative Models

    SEB Group and Department of Mathematics KTH Royal Institute of Technology Stockholm, Sweden · Department of Mathematical Sciences Chalmers University of Technology and University of Gothenburg and Department of Mathematics KTH Royal Institute of Technology

  15. Mixture-of-Gaussians-Guided Schedule Design for Brownian Bridge Diffusion Models

    Jul 3, 2026Ron Levi, Michael EladDiffusion BridgesSchrödinger Bridges

    Department of Computer Science Technion, Israel

  16. Notes on generative modeling: flow matching, diffusion, optimal transport and Schr{ö}dinger bridge

    Jun 29, 2026Titouan VayerSchrödinger BridgesGenerative Models

    COMPACT · Inria, Rennes, France.

  17. Brownian Bridge Diffusion-Based Joint Channel Estimation and Data Detection for Jamming-Resilient Receivers

    Jun 27, 2026Honghan She, Yufan Cheng, Tieming Sun +3Intentional JammingChannel Estimation

    National Key Laboratory of Wireless Communications, University of Electronic Science and Technology of China, Chengdu 611731, China · School of Artificial Intelligence, University of Science and Technology Beijing, Beijing 100083, China

  18. Two-Stage Cross-Domain Cervical Abnormality Screening with Cytopathological Image Synthesis and Knowledge Distillation

    Jun 26, 2026Jincheng Li, Yuzhi He, Yihui Zhan +6Cancer DetectionCross-Modality

    School of Artificial Intelligence and Computer Science, Nantong University, Nantong 226019, China · School of Telecommunications Engineering, Xidian University, Xi’an 710126, China · College of Computer Science and Technology, Zhejiang University, Hangzhou 310058, China +2

  19. Prob-BBDM: a Probabilistic Brownian Bridge Diffusion Model for MRI sequence image-to-image translation

    Jun 23, 2026Martin Valls, Pascal Bourdon, Christine Fernandez-Maloigne +2Unpaired Image-To-Image TranslationMedical Image Generation

    UFR SFA · University of Poitiers, CNRS, XLIM, France · I3M common laboratory CNRS-Siemens Healthinners, Poitiers University Hospital and University of Poitiers, France +4

  20. Statistical Matching via Schrödinger Bridge beyond Conditional Independence

    Jun 22, 2026Eunho Koo, Tongseok Lim, Jinwon SohnImputationConditional Independence

    Department of Big Data Convergence Chonnam National University · Mitch Daniels School of Business Purdue University · Booth School of Business University of Chicago

  21. Delta-Diffusion: Modeling Longitudinal Brain Amyloid-PET Trajectories via Conditional Poisson Diffusion Bridge

    Jun 20, 2026Yongheng Sun, Minhui Yu, Mengqi Wu +2Diffusion BridgesPositron Emission Tomography

    University of North Carolina at Chapel Hill

  22. Feynman Kac Reweighted Schrödinger Bridge Matching for Surface-Based Tau PET Harmonization

    Jun 16, 2026Jianwei Zhang, Xinyu Nie, Jiaxin Yue +1Positron Emission TomographySchrödinger Bridges

    Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, CA 90089 USA · Ming Hsieh Department of Electrical and Computer Engineering of Viterbi School of Engineering, University of Southern California, Los Angeles, CA 90089 USA · Alfred E. Mann Department of Biomedical Engineering of Viterbi School of Engineering, University of Southern California, Los Angeles, CA, USA

  23. Stochastic Thermodynamics and SDE-based Generative Models

    Jun 13, 2026Yaowen ZhangSchrödinger BridgesStatistical Physics

    Department of Physics, The Hong Kong University of Science and Technology

  24. Improving Lunar Topography with Deep Learning Schrödinger Bridges

    Jun 12, 2026Matthew Repasky, Erwan Mazarico, Michael K. Barker +3Generative Super-ResolutionDigital Elevation Models

    H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, USA · NASA Goddard Space Flight Center, USA · Center for Research and Exploration in Space Science and Technology (CRESST II), University of Maryland, College Park, MD, USA +1

  25. SheafStain: Sheaf-Theoretic Schrödinger Bridge for Spatially and Biologically Coherent Virtual Staining

    Jun 10, 2026Hyeongyeol Lim, Hongjun Yoon, Eunjin Jang +3SheafBiomarker

    Department of Medical Informatics, College of Medicine, Korea University · DEEPNOID Inc.

  26. FreeBridge: Variational Schrödinger Bridges for Cellular Transition Dynamics

    Jun 9, 2026Xurui Wang, Qin Ren, Jun Ma +2Schrödinger BridgesBridge

    Stony Brook University, Stony Brook, NY, USA · University of Toronto, Toronto, ON, Canada · University Health Network, Toronto, ON, Canada

  27. SB-RF: Schrödinger Bridge Rectified Flow for One-Step Robust Speech Enhancement

    Jun 4, 2026Caixia Lu, Xueyang Lv, Penglong Hu +1Speech EnhancementRectified Flow

  28. Nonlocal Mean Field Schrödinger Bridge with Learned Interactions

    Jun 2, 2026Daisuke Inoue, Dante Kalise, Mathieu LaurièreSchrödinger BridgesMean-Field Limit

    Department of Mathematics, Imperial College London, London SW7 2AZ, United Kingdom. · Shanghai Frontiers Science Center of Artificial Intelligence and Deep Learning, NYU-ECNU Institute of Mathematical Sciences, NYU Shanghai, Shanghai 200126, People’s Republic of China.

  29. Geometry-based Schrödinger Bridges for Trustworthy Multimodal Fusion

    May 29, 2026Jiayu Xiong, Jing Wang, Qi Zhang +2Uncertainty-Aware FusionMultimodal Fusion

    Department of Computer Science and Techonology, Huaqiao University · Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University · Tongji University +1

  30. VDSB-GWSyn: Diffusion Schrödinger Bridge for Controllable and Anatomically Feasible Guidewire Synthesis in Coronary Angiography

    May 27, 2026Haoyuan Tang, Zhuo Zhang, Jialin Li +2CathetersCoronary Angiography

    Tianjin University, Tianjin, China

  31. Triangular-Reference Schrödinger Bridges for Time Series Generation

    May 26, 2026Gabriele BocchiSchrödinger BridgesTime-Series Generation

    Arakne S.r.l., Roma.

  32. Lifted Schrödinger Bridges for Gaussian Mixture Endpoints: Projection Gaps and Path-Space Obstructions

    May 24, 2026Siddhartha Ganguly, George Rapakoulias, Panagiotis TsiotrasSchrödinger BridgesGaussian Mixture Models

    S. Ganguly, G. Rapakoulias, and P. Tsiotras are with  Daniel Guggenheim School of Aerospace, Georgia Institute of Technology, ½ Atlanta, USA.

  33. Inconsistency-aware Multimodal Schrödinger Bridge for Deepfake Localization

    May 22, 2026Jiayu Xiong, Jing Wang, Qi Zhang +2Deepfake DetectionCollaborative Fusion

    Department of Computer Science and Techonology, Huaqiao University · Xiamen Key Laboratory of Computer Vision and Pattern Recognition, Huaqiao University · Tongji University +1

  34. Entropy Across the Bridge: Conditional-Marginal Discretization for Flow and Schrödinger Samplers

    May 15, 2026Bruno Trentini, Dejan Stancevic, Michael M. Bronstein +2Schrödinger BridgesAccelerated Sampling

    NVIDIA Corporation, Santa Clara, CA, USA · University of Oxford, Dept. of Computer Science, Oxford, UK · Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, NL +1

  35. QDSB: Quantized Diffusion Schrödinger Bridges

    May 12, 2026Tobias Fuchs, Florian Kalinke, Nadja KleinSchrödinger BridgesBridge

    Karlsruhe Institute of Technology, Karlsruhe, Germany

  36. Optimal and Scalable MAPF via Multi-Marginal Optimal Transport and Schrödinger Bridges

    May 11, 2026Usman A. Khan, Joseph W. DurhamMulti-Agent Path FindingDifferentiable Optimal Transport

    Amazon Robotics, Boston, MA, USA · Boston College, Chestnut Hill, MA, USA · UAK holds concurrent appointments as an Amazon Scholar with Amazon Robotics and as a Professor of Computer Science at Boston College

  37. Mutual Information Optimal Density Control of Linear Systems and Generalized Schrödinger Bridges with Reference Refinement

    May 10, 2026Shoju Enami, Kenji KashimaStochastic Optimal ControlOptimal Control

    Graduate School of Informatics, Kyoto University, Kyoto, Japan

  38. Direct Estimation of Schrödinger Bridge Time-Series Drifts: Finite-Sample, Asymptotic, and Adaptive Guarantees

    May 6, 2026Othmane Mazhar, Huyên PhamSchrödinger BridgesFinite-Sample

    LPSM, Sorbonne Université and Université Paris Cité · École Polytechnique, CMAP

  39. Analytic Bridge Diffusions for Controlled Path Generation

    May 3, 2026Michael ChertkovSchrödinger BridgesDiffusion Bridges

    Program in Applied Mathematics & Department of Mathematics University of Arizona, AZ 85721, USA

  40. Beyond Continuity: Simulation-free Reconstruction of Discrete Branching Dynamics from Single-cell Snapshots

    May 1, 2026Junda Ying, Yuxuan Wang, Bowen Yang +2Schrödinger BridgesPopulation Dynamics

    Beijing International Center for Mathematical Research, Peking University · Center for Data Science, Peking University · School of Mathematical Sciences, Peking University +4

  41. ABC: Any-Subset Autoregression via Non-Markovian Diffusion Bridges in Continuous Time and Space

    Apr 30, 2026Gabe Guo, Thanawat Sornwanee, Lutong Hao +3Stochastic ProcessesAutoregressive Model

    Stanford University

  42. Nonlinear Non-Gaussian Density Steering with Input and Noise Channel Mismatch: Sinkhorn with Memory for Solving the Control-affine Schrödinger Bridge Problem

    Apr 25, 2026Georgiy A. Bondar, Asmaa Eldesoukey, Yongxin Chen +1Schrödinger BridgesFused Sinkhorn-Localized Similarity

    Department of Aerospace Engineering, Iowa State University, Ames, IA 50011, USA · School of Aerospace Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA

  43. Optimally Bridging Semantics and Data: Generative Semantic Communication via Schrödinger Bridge

    Apr 20, 2026Dahua Gao, Ruichao Liu, Minxi Yang +3Diffusion BridgesMulti-Reference Image Generation

    School of Artificial Intelligence, Xidian University, Xi’an, Shaanxi 710071 China · Pazhou Lab, Huangpu, Guangdong 510555 China · Peng Cheng Laboratory, Shenzhen, Guangdong 518055 China +1

  44. Efficient Generative Modeling beyond Memoryless Diffusion via Adjoint Schrödinger Bridge Matching

    Feb 17, 2026Jeongwoo Shin, Jinhwan Sul, Joonseok Lee +2Schrödinger BridgesDiffusion Models

    Seoul National University, Seoul, Korea · Georgia Institute of Technology, Atlanta, GA, USA · Sungkyunkwan University, Seoul, Korea

  45. Learning Stochastic Bridges for Video Object Removal via Video-to-Video Translation

    Jan 17, 2026Zijie Lou, Xiangwei Feng, Jiaxin Wang +7Video Object RemovalVideo Object Segmentation

    MT Lab, Meitu Inc., Beijing 100083, China · Beijing Jiaotong University, Beijing 100044, China

  46. Multi-Marginal Schrödinger Bridge Matching

    Oct 18, 2025Byoungwoo Park, Juho LeeSchrödinger Bridges

    KAIST

  47. Data-to-Energy Stochastic Dynamics

    Sep 30, 2025Kirill Tamogashev, Esmeralda S. WhitammerSchrödinger BridgesDiffusion Models

    University of Edinburgh