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9 papers in the last four weeks, with none the four weeks before. 0.1% of all new papers.

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Latest papers 38

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  1. Gumbel Straight Flow: Distilling Autoregressive Models into One-step Flow Maps

    Sep 30, 2026Yeongmin Kim, Arnaud Doucet, Andrew Campbell +3Flow MapAutoregressive Language Models

    Google DeepMind · Work done as a Student Researcher at Google DeepMind Amsterdam

  2. FlowMap-OPD: Rollout--Kernel Separation for On-Policy Distillation of Few-Step Flow-Map Generators

    Sep 29, 2026Zhiqi Li, Bo ZhuFlow MapUni-Opd

    Georgia Institute of Technology

  3. Distill Locally, Schedule Globally: Flow Maps for Few-Step Text-to-Speech

    Sep 28, 2026Yentl Collin, Evan Dufraisse, Amr Mohamed +3Flow-Matching Text-To-SpeechLatent Flow

    Institute of Foundation Models (IFM), MBZUAI

  4. Faster Visuomotor Policy Learning on Action Manifolds via Riemannian MeanFlow

    Sep 24, 2026S. Talha Bukhari, Austin Garrett, Yi Wei +3Flow PoliciesMultimodal Action Distributions

    Department of Computer Science, Purdue University, West Lafayette, IN 47907, USA

  5. WTF?! Simulation-Free Reinforcement Learning with Wasserstein-Tilted Flow Maps

    Sep 22, 2026Abbas Mammadov, Jerry Y. Huang, Justin Lin +5Generative Flow NetworksReinforcement Fine-Tuning

    University of Oxford · Carnegie Mellon University

  6. OMatG-flash: An All-Atom Flow Map with Reinforce Adjoint Matching for Scalable Materials Discovery

    Sep 22, 2026Thomas Egg, Harry Winston Sullivan, Ellad B. Tadmor +1Data-Driven Materials DiscoveryCrystal Structure Prediction

    New York University · University of Minnesota

  7. Stochastic Flow Map for Count Data

    Sep 20, 2026Ganchao WeiFlow MapInvertible Flows

    Flatiron Institute New York, NY 10010, USA

  8. How I learned to stop worrying and love StopGrads: Stationarity, Convergence, and a case study on Flow Map Learning

    Sep 14, 2026Max W. Shen, Mark Goldstein, Zichu Wang +2Wasserstein Gradient FlowsFlow Map

    Flatiron Institute · NYU

  9. Two-Parameter Flow Map Learning for Continuous-Time Diffeomorphic Image Registration

    Sep 11, 2026Mohammadjavad Matinkia, Nilanjan RayImage RegistrationFlow Map

    University of Alberta, Canada

  10. Fused Bayesian Flow Networks for Dual-Target Molecular Design

    Aug 2, 2026Jingyuan Zhou, Shikui Tu, Lei XuMolecular DesignDuality

    School of Computer Science, Shanghai Jiao Tong University · Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)

  11. Modeling Unknown Nonlocal PDE Systems via Flow Map Learning

    Aug 1, 2026Zhongshu Xu, Ying Li, Yanzhi Zhang +1Partial Differential EquationsNonlinear Operators

    Department of Mathematics, The Ohio State University, Columbus, OH 43210, USA. · Department of Mathematics and Statistics, Missouri University of Science and Technology, Rolla, MO 65409, USA.

  12. Flow Map Learning via Nongradient Vector Flow

    Jul 29, 2026Mark Goldstein, Anshuk Uppal, Raghav Singhal +2Flow MapInvertible Flows

    Center for Computational Mathematics, Flatiron Institute. · Department of Applied Mathematics and Computer Science, Technical University of Denmark. · Courant Institute, New York University.

  13. Expanding Flow Maps

    Jul 23, 2026Sophia Tang, Pranam ChatterjeeGenerative Flow NetworksFlow Map

    Department of Computer and Information Science, University of Pennsylvania · Department of Bioengineering, University of Pennsylvania

  14. CSympNet-ID: conformal-symplectic map learning for linearly damped Hamiltonian systems

    Jul 3, 2026Jiale Gong, Pengzhan Jin, Dongyang Kuang +2HamiltonianChaos

    School of Mathematics · School of Mathematics (Zhuhai), Sun Yat-sen University, Zhuhai 519082, China · National Engineering Laboratory for Big Data Analysis and Applications, Peking University, Beijing, China +3

  15. Sampling Meets Interaction: Sequentially-Controlled Multi-Particle Flow-Maps for Efficient Inference-time Search

    Jul 1, 2026Binglin Ji, Anindya Sarkar, Hengchang Lu +2Flow MapExploration

    Department of CSE, Washington University in St.Louis, USA · Department of Information Technology, Uppsala University, Sweden

  16. Flow-Map GRPO: Reinforcement Learning for Few-Step Flow-Map Generators via Anchored Stochastic Composition

    Jul 1, 2026Zhiqi Li, Wen Zhang, Bo ZhuFlow MapInvertible Flows

    Georgia Institute of Technology, Atlanta, GA, USA.

  17. Coarse-to-Fine: A Hybrid Self-Supervised Method for Non-rigid 3D Shape Matching

    Jun 25, 2026Feifan Luo, Ting Li, Zhao Li +1Shape CorrespondenceCoarse-To-Fine

    Zhejiang University, China · Zhejiang Lab, China · Wenzhou University of Technology, China

  18. Posterior Refinement: Fast Language Generation via Any-Order Flow Maps

    Jun 23, 2026Manan Agarwal, Sheel Shah, Chanhyuk Lee +6Masked Diffusion Language ModelsAutoregressive Generation

    Carnegie Mellon University · KAIST

  19. FlowMaps: Modeling Long-Term Multimodal Object Dynamics with Flow Matching

    Jun 18, 2026Francesco Argenziano, Miguel Saavedra-Ruiz, Sacha Morin +3Flow MapMultimodal Action Distributions

    Sapienza University of Rome, Rome, Italy · Universit´e de Montr´eal, Montr´eal, QC, Canada · Mila - Quebec AI Institute, Montr´eal, QC, Canada

  20. Flow Map Denoisers: Traversing the Distortion-Perception Plane for Inverse Problems

    Jun 18, 2026Nicolas Zilberstein, Morteza Mardani, Santiago SegarraIterative Denoising MethodsImage Restoration

    Rice University · NVIDIA Inc.

  21. Population-Aware Physics-Informed Neural Particle Flow for Bayesian Update

    Jun 9, 2026Batu Candan, Simone ServadioFlow Map

    Iowa State University, Ames, IA 50011, USA

  22. Few-step Cofolding with All-Atom Flow Maps

    Jun 7, 2026Gianluca Scarpellini, Ron Shprints, Peter Holderrieth +7Conformational EnsemblesFlow Map

    1Genesis Molecular AI · Massachusetts Institute of Technology · Carnegie Mellon University +2

  23. A Quantitative Approximation Framework for Flow Distillation in Diffusion Models

    Jun 2, 2026Weiguo Gao, Ming Li, Lei Shi +1Diffusion ModelsFlow Map

    School of Mathematical Sciences, Fudan University, Shanghai, 200433, China · Shanghai Key Laboratory of Contemporary Applied Mathematics, Fudan University, Shanghai, 200433, China

  24. Strong Stochastic Flow Maps

    May 31, 2026Sam McCallum, Zander W. Blasingame, Timothy Herschell +3Invertible FlowsFlow Map

    University of Bath · 2AITHYRA

  25. Flow map learning in nonlinear vector autoregressive models: influence of the feature-library structure on the training error

    May 29, 2026Markus GrossNonlinear DynamicsNonlinearity

    Institute for AI Safety and Security, German Aerospace Center (DLR), Sankt Augustin and Ulm, Germany

  26. BlockFormer\textit{BlockFormer} : Transformer-based inference from genomic contact maps

    May 20, 2026Eloïse Touron, Pedro L. C. Rodrigues, Julyan Arbel +2Genome-Wide Association StudyFlow Map

    Univ. Grenoble Alpes, Inria CNRS, Grenoble INP, LJK, France · TIMC, Univ. Grenoble Alpes CNRS, Grenoble INP, France

  27. Observation-Aligned Mask Priors for Learning Physical Fields from Authentic Occlusions

    May 16, 2026Chiyuan Ma, Zihan Zhou, Tianshu YuDiverse Occlusion-And-Revelation ScenariosKinematic Priors

    School of Data Science, The Chinese University of Hong Kong, Shenzhen · Shanghai Artificial Intelligence Laboratory

  28. Propagation of Chaos in Contextual Flow Maps

    May 16, 2026Shi Chen, Zhengjiang Lin, Kaizhao Liu +1Transformer ArchitecturesFlow Map

  29. Reinforced Collaboration in Multi-Agent Flow Networks

    May 13, 2026Zheng Wang, Yuang Liu, Yangkai DingCollaborationFlow Map

    Huawei Technologies Co., Ltd.

  30. Scaling Categorical Flow Maps

    May 8, 2026Oscar Davis, Anastasiia Filippova, Pierre Ablin +4Latent FlowFlow Map

    Apple · University of Oxford

  31. A Few-Step Generative Model on Cumulative Flow Maps

    May 5, 2026Zhiqi Li, Duowen Chen, Yuchen Sun +1Flow MapFlow Models

    Georgia Institute of Technology, Atlanta, United States of America

  32. CoFlow: Coordinated Few-Step Flow for Offline Multi-Agent Decision Making

    May 2, 2026Guowei Zou, Haitao Wang, Beiwen Zhang +2Flow Map

    Sun Yat-sen University

  33. How to Guide Your Flow: Few-Step Alignment via Flow Map Reward Guidance

    Apr 29, 2026Jerry Y. Huang, Justin Lin, Sheel Shah +2Generative Flow NetworksFlow Map

    Carnegie Mellon University

  34. RA-CMF: Region-Adaptive Conditional MeanFlow for CT Image Reconstruction

    Apr 28, 2026Md Shifatul Ahsan Apurba, Md Selim, Jin ChenCone-Beam Computed TomographyMeanflow

    Biomedical Informatics and Data Science University of Alabama at Birmingham Birmingham, AL, United States · Computer Science Florida Polytechnic University Lakeland, FL, United States

  35. XFlowMap: Cross-Scale Generalization and Mapping of Massive Origin-Destination Data

    Apr 23, 2026Diansheng Guo, Hai JinOrigin Destination FlowsFlow Map

    Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Kowloon, Hong Kong

  36. Variational Bayesian Flow Network for Graph Generation

    Jan 30, 2026Yida Xiong, Jiameng Chen, Xiuwen Gong +3Flow MapData Generation

    School of Computer Science, Wuhan University, Wuhan, China · Department of Computing, Macquarie University, Sydney, Australia · Griffith University, Gold Coast, Australia +1

  37. FUSE: A Flow-based Mapping Between Shapes

    Nov 17, 2025Lorenzo Olearo, Giulio Viganò, Daniele Baieri +2Shape Correspondence3D Mapping

    University of Milano-Bicocca, Milan, Italy · University of Bonn, Bonn, Germany · Lamarr Institute, Germany +1

  38. Transport-Coupled Bayesian Flows for Molecular Graph Generation

    Oct 11, 2025Yida Xiong, Jiameng Chen, Kun Li +4Molecular GenerationPhysics-Guided Diffusion

    School of Computer Science, Wuhan University, Wuhan, China · Wuhan University Shenzhen Research Institute, Shenzhen, China