Latent Flow

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Momentum

6 papers in the last four weeks, against 2 the four weeks before. 0.1% of all new papers.

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Latest papers 45

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  1. 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

  2. Reasoning with Continuous Latent Diffusion

    Sep 28, 2026Xiang ChengEfficient Latent ReasoningLatent Flow

    Duke University Department of Electrical and Computer Engineering

  3. FILIGREE3D: Scaling Sparse Latent Flow Matching for Ultra-High-Resolution Image-to-3D Generation

    Sep 28, 2026Hongjie Li, Xinran Yang, Xiuchao Wu +23D Generative Models3D Generation

    AlibabaGroup

  4. MotionSpaceFlow: Representation-Aware Flow Matching in Direct Motion Space

    Sep 28, 2026Qing Yu, Kent FujiwaraContrastive Flow MatchingHuman Motion Generation

    LY Corporation, Tokyo, Japan

  5. Frozen Flows Forget: Diagnosing and Restoring Lost Motion in a Latent-flow World Model

    Sep 23, 2026Xiwen Chen, Rigaudiere Z. Li, Zhiruo Zhou +2Latent FlowLatent Motion

    Shenzhen International Graduate School, Tsinghua University · Shanghai Jiaotong University · Wuhan University of Technology

  6. UNITE-AUDIO: Joint Learning of Continuous Tokenization and Latent Flow Matching for Text-to-Audio Generation

    Sep 23, 2026Runwu Shi, Kai Li, Yujin Wang +8Modern Generative Audio ModelsAudio Tokenizers

    Institute of Science Tokyo · Tsinghua University · Wuhan University +2

  7. Physics-Constrained Digital Twins for Sensor Integrity in Urban Pedestrian Flow: Detecting Stealthy False Data Injection with Conformal Guarantees

    Sep 15, 2026Oscar Mogollon Gutierrez, Fatemeh Ghasemi, Mohammadhossein Homaei +2Pedestrian DetectionUrban Environments

  8. Fixed-Dimensional Latent Flow for Generating Variable-Size 3D Molecules

    Sep 8, 2026Weichi Yao, Cameron Gruich, Bryan R. Goldsmith +1Molecular GenerationMolecules

    Michigan Institute for Data & AI in Society University of Michigan, Ann Arbor, USA · Department of Chemical Engineering University of Michigan, Ann Arbor, USA · Department of Statistics University of Michigan, Ann Arbor, USA

  9. Latent-to-Latent Flow for Volumetric Stochastic Segmentation

    Sep 7, 2026Omar Todd, Sooha Kim, Raghav Mehta +5Semi-Supervised Medical Image SegmentationLatent Flow

    Imperial College London, UK · The Royal Marsden Hospital, London, UK · Imperial College Healthcare NHS Trust, London, UK

  10. FlowVVTON: Flow-Guided Mask-Free Video Virtual Try-On

    Aug 31, 2026Shengyao Chen, Xianbing Sun, Liqing Zhang +1Virtual Try-OnOptical Flow

    Shanghai Jiao Tong University, Shanghai, China

  11. GridFlow: Structured Latent Flow for Seamless City-Scale 3D Point Cloud Generation

    Aug 30, 2026Xinyu Wang, Muhammad Ibrahim, Atif Mansoor +1Point CloudsLatent Flow

    The University of Western Australia, Perth, WA 6009, Australia

  12. Flow-JEPA: Robust Latent Dynamics for JEPA World Models via Flow Matching

    Aug 29, 2026Yanchen Huo, Ziying Song, Yadan LuoJoint-Embedding Predictive ArchitecturesLatent World Models

    Nanyang Technological University · The University of Queensland

  13. MoRAE: Flow-Friendly Self-Supervised Latents for Text-to-Motion Generation

    Jul 31, 2026Yifei Zhu, Mingyi Shi, Yangyang Cai +3Text-To-Motion GenerationLatent Flow

    1Tohoku University, Sendai, Japan · 2The University of Hong Kong, Hong Kong

  14. Latent-Kernel Discrete Flow Maps for Few-Step Generation

    Jul 29, 2026Mansoor Ahmed, Yue-Tsz Fan, Hemanth Venkateswara +1Latent FlowFew-Step Generation

    Georgia State University, Atlanta, GA, USA · Georgia Institute of Technology, Atlanta, GA, USA

  15. LatentFlow: Visual Analytics for Latent Space Analysis in Molecular Graph Neural Networks

    Jul 24, 2026Shiyi Liu, Jiaqing Chen, Nicholas Hadler +6Chemical StructuresVisual Analytics

    Arizona State University · University of California, Berkeley · ICSI, LBNL, and University of California, Berkeley +2

  16. Decafs: Disentangled Conditional adversarial Flows

    Jul 21, 2026Anirudh jain, Sakshi Varshney, Samuel Kaski +1Latent FlowGenerative Models

    Orion Pharma · Aalto University, Finland · Aalto University +3

  17. FlowBlock: Wavefront-Parallel Decoding for Self-Correcting Diffusion Language Models

    Jul 20, 2026Bing Tian, Haikun Liu, Xiaocheng Zhong +5Diffusion Language ModelsLatent Flow

    † Huazhong University of Science and Technology · § Xiaohongshu Inc., China

  18. LatentFlow: A General Framework for Conditioning Stochastic Processes

    Jul 14, 2026Louis Sharrock, Lachlan Astfalck, Henry MossStochastic ProcessesLatent Flow

    University College London · University of New South Wales · Lancaster University

  19. Self-conditioned Flow Map Language Models via Fixed-point Flows

    Jul 1, 2026Jaehoon Yoo, Wonjung Kim, Floor Eijkelboom +4Latent FlowText-Conditioned Diffusion Model

    KAIST · University of Amsterdam · Carnegie Mellon University

  20. Flow Reasoning Models: Turning Flows Into Efficient Recurrent Reasoners

    Jun 28, 2026Alec Helbling, Andrey Bryutkin, Mauro Martino +3Latent FlowLarge Reasoning Models

    1Georgia Tech · 3MIT-IBM Computing Research Lab · 4IBM Research +1

  21. MindFlow: Harmonizing Cognitive Semantics and Acoustic Dynamics for Facial Animation Generation in Dyadic Conversations

    Jun 26, 2026Hejia Chen, Haoxian Zhang, Xu He +4Facial Expression RecognitionHuman Motion Generation

    Beihang University · Kling Team, Kuaishou Technology · Zhongguancun Laboratory

  22. Masked Language Flow Models

    Jun 26, 2026Iskander Azangulov, Kianoosh Ashouritaklimi, Leo Zhang +2Masked Diffusion Language ModelsLatent Flow

    Department of Statistics, University of Oxford

  23. 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

  24. Beyond U-Net: A Latent-Representation-Aligned Skip-Free Backbone for Flow-Matching Speech Enhancement

    Jun 23, 2026Wangyi Pu, Michele ScarpinitiSpeech EnhancementLatent Flow

    Department of Information Engineering, Electronics and Telecommunications, Sapienza University of Rome, Italy

  25. Understanding Latent Flow Models for Tabular Data Synthesis: Targets, Paths, and Sampling

    Jun 18, 2026Bahrul Ilmi NasutionSynthetic Tabular DataLatent Flow

    Department of Social Statistics, The University of Manchester, UK

  26. Inside the Latent Flow: Causal Deciphering of Attention Dynamics in Audio Separation Foundation Models

    Jun 8, 2026Yuxuan Chen, Haoyuan Yu, Peize HeSpeech SeparationAudio Understanding

    Jilin University · Hunan University · University of Electronic Science and Technology of China

  27. Temporally Consistent and Controllable Video Generation of 2D Cine CMR via Latent Space Motion Modeling

    Jun 8, 2026Yiheng Cao, Gustavo Andrade-Miranda, Jiatian Zhang +2Cardiac Magnetic Resonance ImagingMedical Image Generation

    SyCoIA - IMT Mines Alès · Suzhou Institute of Biomedical Engineering and Technology, Chinese Academy of Sciences, Suzhou, China · SyCoIA, IMT Mines Ales, Ales, France

  28. EmoInstruct-TTS: Dual-Path Instruction-Guided Emotional Speech Synthesis

    Jun 8, 2026Minghui Wu, Ganjun Liu, Zikun Fang +6Speech SynthesisEmotion

    University of Science and Technology of China, China · iFLYTEK Research, China · Huawei Technologies Co., Ltd., China

  29. SURF: Separation via Unsupervised Remixing Flow

    Jun 3, 2026Henry Li, Robin Scheibler, Efthymios Tzinis +3Speech SeparationContrastive Flow Matching

    Google · Google DeepMind

  30. Equivariant Latent Alignment via Flow Matching under Group Symmetries

    May 29, 2026Sunghyun Kim, Jaehoon Hahm, Jeongwoo Shin +1Discriminative Congruence TransformLatent Flow

    1Seoul National University, Seoul, Korea · University of Illinois Urbana-Champaign, Illinois, USA

  31. Latent Cache Flow: Model-to-Model Communication Without Text

    May 19, 2026Maximillian Rossi, Prajwal Raghunath, Eugene WuLarge Language Model AgentsLatent Flow

    Columbia University

  32. Sampling from Flow Language Models via Marginal-Conditioned Bridges

    May 13, 2026Iskander Azangulov, Leo ZhangLatent FlowDiffusion Language Models

    Department of Statistics, University of Oxford

  33. Asymmetric Flow Models

    May 13, 2026Hansheng Chen, Jan Ackermann, Minseo Kim +2Latent FlowFlow Models

    Stanford University

  34. Language Modeling with Hyperspherical Flows

    May 11, 2026Justin Deschenaux, Caglar GulcehreDiffusion Language ModelsLatent Flow

    EPFL · Lausanne, Switzerland · EPFL, Lausanne, Switzerland +1

  35. ELF: Embedded Language Flows

    May 11, 2026Keya Hu, Linlu Qiu, Yiyang Lu +5Diffusion Language ModelsLatent Flow

    MIT

  36. On Variance Reduction in Learning Mean Flows

    May 10, 2026Juanwu Lu, Ziran WangLatent FlowVelocity Field

    Purdue University

  37. Exploring and Exploiting Stability in Latent Flow Matching

    May 8, 2026Rania Briq, Michael Kamp, Ohad Fried +2Latent FlowGenerative Models

    Forschungszentrum Jülich · Technical University Dortmund · Lamarr Institute +4

  38. Scaling Categorical Flow Maps

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

    Apple · University of Oxford

  39. CoreFlow: Low-Rank Matrix Generative Models

    Apr 27, 2026Dongze Wu, Linglingzhi Zhu, Yao XieLatent FlowGenerative Models

    H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA

  40. Frequency-Forcing: From Scaling-as-Time to Soft Frequency Guidance

    Apr 21, 2026Weitao DuLatent FlowFrequency

    DAMO Academy

  41. FLARE: Task-agnostic embedding model evaluation through a normalization process

    Apr 19, 2026Jingzhou Jiang, Yixuan Tang, Yi Yang +1Model EvaluationLatent Flow

    The Hong Kong University of Science and Technology

  42. Neuro-Symbolic ODE Discovery with Latent Grammar Flow

    Apr 17, 2026Karin Yu, Eleni Chatzi, Georgios KissasNeuro-Symbolic FrameworkLatent Flow

    Institute of Structural Engineering, ETH Zurich, Zurich, Switzerland · ETH AI Center, ETH Zurich, Zurich, Switzerland · Swiss Data Science Center, Zurich, Switzerland

  43. Towards Faster Language Model Inference Using Mixture-of-Experts Flow Matching

    Apr 16, 2026Aihua LiDiffusion Language ModelsLatent Flow

    Duke University

  44. LatentFlowSR: High-Fidelity Audio Super-Resolution via Noise-Robust Latent Flow Matching

    Apr 10, 2026Fei Liu, Yang Ai, Hui-Peng Du +2Real-World Image Super-ResolutionLatent Flow

    National Engineering Research Center of Speech and Language Information Processing, University of Science and Technology of China, Hefei, 230027, China

  45. CoLA-Flow Policy: Temporally Coherent Imitation Learning via Continuous Latent Action Flow Matching for Robotic Manipulation

    Jan 30, 2026Wu Songwei, Jiang Zhiduo, Sun Wandong +4Temporally Coherent Imitation LearningFlow Policies

    Harbin Institute of Technology, Harbin 150001, China · Honor Device Co., Ltd., Shenzhen, China