Generative Modeling

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39 papers in the last four weeks, up 144% on the four weeks before. 0.4% of all new papers.

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  1. WarpHammer: Densifying Scene Warps with 3D Object Priors for Extreme View Synthesis

    Jun 30, 2026Michael Green, Gavriel Habib, Dvir Samuel +4Novel View SynthesisGenerative Modeling

    1OriginAI, Israel · 2NVIDIA · 3Technion

  2. ReactionAtlas: Ab origine exploration of chemical reaction networks with machine learning

    Jun 29, 2026Stefan Gugler, Max Eissler, Khaled Kahouli +1Generative Modeling

    BIFOLD – Berlin Institute for the Foundations of Learning and Data, Berlin, Germany. · Machine Learning Group, TU Berlin, Berlin, Germany. · Department of Artificial Intelligence, Korea University, Seoul, South Korea. +1

  3. The Fundamental Limits of Valid Transport Map Estimation

    Jun 29, 2026Sivaraman BalakrishnanMinimax EstimationGenerative Modeling

    Department of Statistics and Data Science† · Machine Learning Department‡

  4. FlowAWR: Online Adaptive Flow Reinforcement via Advantage-Weighted Rectification

    Jun 29, 2026Zheming Fu, Ruizhe He, Wei Shang +4Flow MatchingGenerative Modeling

    Beihang University · Joy Future Academy · Zhongguancun Academy +2

  5. Why Do Few-Step Text Latents Fail When Image Latents Work? Non-Commitment at Sharp Categorical Readouts

    Jun 29, 2026Zhongyao WangFew-Step Diffusion SamplingGenerative Modeling

    Fudan University · Shanghai Innovation Institute

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

    Jun 29, 2026Titouan VayerFlow MatchingSchrödinger Bridges

    COMPACT · Inria, Rennes, France.

  7. Stratified Multi-View Aggregation for Score Distillation

    Jun 29, 2026Marian Lupascu, Mihai-Sorin Stupariu, Wongi Park +1Multi-View ConsistencyGenerative Modeling

    Department of Computer Science, University of Bucharest, Romania · Adobe Research

  8. Few-Step Boltzmann Generators via Scalable Likelihood Flow Maps

    Jun 27, 2026RuiKang OuYang, Hanlin Yu, Xinyue Ai +7Flow Map LearningGenerative Modeling

    University of Cambridge · University of Helsinki · Peking University +3

  9. Sampling the Schwinger Model with Gauge-Equivariant Diffusion

    Jun 25, 2026Octavio Vega, Aida X. El-KhadraDiffusion SamplingGenerative Modeling

    Department of Physics University of Illinois Urbana-Champaign Urbana, IL 61801

  10. Don't Settle at the Mode! Mitigating Diversity Collapse in Pretrained Flow Models via Feature Self-Guidance

    Jun 25, 2026Pradhaan S Bhat, Rishubh Parihar, Abhijnya Bhat +1Flow MatchingT2I Generation

    Indian Institute of Science · Stanford University

  11. Generative Models on Analog Hardware with Dynamics

    Jun 25, 2026Yu-Neng Wang, Sara AchourGenerative ModelingGenerative Adversarial Networks

    Stanford University · USA

  12. Generating Special Triangulations with Transformers

    Jun 25, 2026Charles Arnal, Jacky H. T. Yip, François Charton +1Generative Modeling

    FAIR at Meta,Jun 6 Rue M´enars, 75002 Paris, France · Department of Physics, University of Wisconsin–Madison, Madison, Wisconsin 53706, USA · Axiom Math, 124 University Avenue, Palo Alto, California 94301, USA

  13. Concept Removal for Frontier Image Generative Models

    Jun 24, 2026Aditya Kumar, Pierre Joly, Adam Dziedzic +1Generative ModelingDiffusion-Based Image Generation

    CISPA Helmholtz Center for Information Security, Germany.

  14. HiFiVe: High-Fidelity Vehicle Generation Leveraging Auto-Regressive 2D Generative Priors

    Jun 24, 2026Hongli Xiao, Youjian Zhang, Qi Zheng +53D Mesh Generation3D Asset Generation

    MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, 200240, China · Academy of Military Science, Beijing, 100071, China · College of Computer Science and Technology, National University of Defense Technology, Changsha, 410073, China +2

  15. Noise-Aware Boundary-Enhanced Generative Learning for Ultrasound Speckle Reduction

    Jun 23, 2026Yuexi Gu, Mengqi Wu, Yongheng Sun +3Generative ModelingUltrasound Imaging

    Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA · Lampe Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.

  16. Latent Block-Diffusion Temporal Point Processes: A Semi-Autoregressive Framework for Asynchronous Event Sequence Generation

    Jun 23, 2026Shuai Zhang, Yancheng Chen, Chuan Zhou +5Temporal Point ProcessesLatent Diffusion Models

    Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing 100190, China · Institute of Information Engineering, Chinese Academy of Sciences, Beijing 100093, China · Department of Data Science, City University of Hong Kong, Hong Kong 999077, China +1

  17. MotifGen: Spatiotemporal interpolation of misaligned satellite images via multi-source generative modeling, in an application to tropical cyclones

    Jun 23, 2026Clément Dauvilliers, Claire MonteleoniRemote SensingGenerative Modeling

    Inria · INRIA, Paris, Île-de-France, France · University of Colorado Boulder, Boulder, CO, USA.

  18. Model Collapse: On Recursion, Noise, and Uncharted Machine Visions

    Jun 22, 2026Violaine Boutet de MonvelModel CollapseGenerative Modeling

    LIRA, IRCAV · Bibliotheca Hertziana – Max Planck Institute for Art History · MPRG Impett – Machine Visual Culture: Artificial Intelligence and the History of Seeing

  19. DreamUV: Unwrap Artist-like UV by End-to-End Flow Matching

    Jun 21, 2026Quanyuan Ruan, Jiabao Lei, Xingyi Du +1Generative ModelingConditional Generative Modeling

    South China University of Technology · School of Data Science, The Chinese University of Hong Kong, Shenzhen · Lightspeed

  20. Encoder-Decoder Manifold Alignment for Idempotent Generation

    Jun 21, 2026Dareen Alharthi, Abdul Waheed, Bhiksha RajIdentity-Preserving Image GenerationGenerative Modeling

    Carnegie Mellon University

  21. Patched Flow Matching: Generative Wall-Pressure Reconstruction Beyond Training-Domain Scales from Sparse Sensors

    Jun 20, 2026Meet Hemant Parikh, Yi Liu, Jian-Xun WangFlow MatchingGenerative Modeling

    aSibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY · bDepartment of Aerospace and Mechanical Engineering, University of Notre Dame, Notre Dame, IN

  22. Causal Variational Deep Embedding: A Family of Interventional Generators for Confounded Images

    Jun 19, 2026Jingyuan Chen, Kangrui Ruan, Junzhe ZhangVariational AutoencodersStructural Causal Models

    Department of EECS Syracuse University · AWS AI Lab

  23. TriFlow: Generating Artist-Like 3D Mesh Topology via Nearest-Vertex Vector Fields

    Jun 18, 2026Haoxuan Li, Ziya Erkoç, Daniele Sirigatti +43D Mesh GenerationGenerative Modeling

    Technical University of Munich · AUDI AG · University of Virginia

  24. Grounded Inference: Principles for Deterministically Encapsulated Generative Models

    Jun 18, 2026Marty O'NeillGenerative Modeling

    Odenton, MD, USA

  25. Calibrating Generative Models to Feature Distributions with MMD Finetuning

    Jun 17, 2026Nathaniel L. Diamant, Brian L. TrippeGenerative ModelingModel Calibration

    Stanford University

  26. Concept Modulation Models: A Unified Framework for Identifiability and Extrapolation

    Jun 16, 2026Soheun Yi, Yizhou Lu, Chandler Squires +1Latent Variable ModelsGenerative Modeling

    Department of Statistics and Data Science, Carnegie Mellon University · Machine Learning Department, Carnegie Mellon University

  27. Perron--Frobenius Operator Matching for Generative Modeling

    Jun 16, 2026Shiqi Zhang, Wuwei Wu, Jaemin Oh +2Generative Modeling

    Texas A&M University, College Station, TX 77840, USA · City University of Hong Kong, Kowloon, Hong Kong SAR

  28. Speaking the Language of Science: Toward a General-Purpose Generative Foundation Model for the Natural Sciences

    Jun 15, 2026Mingyang Li, Yurou Liu, Jieping Ye +3AI for ScienceGenerative Modeling

    Alibaba Group · Gaoling School of Artificial Intelligence, Renmin University of China

  29. Generative Modeling on Metric Graphs via Neural Optimal Transport

    Jun 15, 2026Alessandro Micheli, Yueqi Cao, Anthea Monod +1Generative ModelingOptimal Transport

    Imperial College London London, UK · KTH Royal Institute of Technology Stockholm, Sweden · Statens Serum Institut Copenhagen, Denmark +1

  30. Topological Flow Matching

    Jun 14, 2026Kacper Wyrwal, İsmail İlkan Ceylan, Alexander TongFlow MatchingSynthetic Data Generation

    University of Oxford · TU Wien · AITHYRA