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94 papers in the last four weeks, up 119% on the four weeks before. 0.9% of all new papers.

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  1. Applications of deep generative models to DNA reaction kinetics and to cryogenic electron microscopy

    Apr 18, 2026Chenwei ZhangCryo-Electron MicroscopyGenerative Models

    THE UNIVERSITY OF BRITISH COLUMBIA (Vancouver)

  2. Can We Build Scene Graphs, Not Classify Them? FlowSG: Progressive Image-Conditioned Scene Graph Generation with Flow Matching

    Apr 18, 2026Xin Hu, Ke Qin, Wen Yin +3Spatio-Temporal Scene GraphsGenerative Models

    The Laboratory of Intelligent Collaborative Computing of UESTC · Monash University · Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)

  3. SAVE: A Generalizable Framework for Multi-Condition Single-Cell Generation with Gene Block Attention

    Apr 18, 2026Jiahao Li, Jiayi Dong, Peng Ye +3Single-Cell RnaGenerative Models

    College of Computer Science and Artificial Intelligence, Fudan University · Shanghai Key Laboratory of Intelligent Information Processing, Fudan University

  4. C-GenReg: Training-Free 3D Point Cloud Registration by Multi-View-Consistent Geometry-to-Image Generation with Probabilistic Modalities Fusion

    Apr 17, 2026Yuval Haitman, Amit Efraim, Joseph M. FrancosPoint Cloud RegistrationGenerative Models

    Ben-Gurion University, Beer-Sheva, Israel

  5. MidSteer: Optimal Affine Framework for Steering Generative Models

    Apr 17, 2026Tatiana Gaintseva, Andrew Stepanov, Ziquan Liu +4SteeringGenerative Models

    Queen Mary University of London, London, UK · Huawei Noah’s Ark, London, UK · QuantumLight Capital, London, UK +2

  6. Synthetic data in cryptocurrencies using generative models

    Apr 17, 2026André Saimon S. Sousa, Otto Pires, Frank Acasiete +3Decentralized FinanceSynthetic Data

    Universidade SENAI CIMATEC Salvador, Brazil · CoFi, Universidad Jorge Tadeo Lozano Bogotá, Colombia · Universidade do Estado da Bahia - UNEB Salvador, Brazil

  7. Sample Complexity Bounds for Stochastic Shortest Path with a Generative Model

    Apr 17, 2026Jean Tarbouriech, Matteo Pirotta, Michal Valko +1Optimal PoliciesShortest Paths

    Facebook AI Research Paris & Inria Lille · Facebook AI Research Paris · DeepMind Paris

  8. The Amazing Stability of Flow Matching

    Apr 17, 2026Rania Briq, Michael Kamp, Ohad Fried +2Generative ModelsLateral String Stability

    Forschungszentrum Jülich · TU Dortmund · Lamarr Institute +4

  9. Making Image Editing Easier via Adaptive Task Reformulation with Agentic Executions

    Apr 17, 2026Bo Zhao, Kairui Guo, Runnan Du +6Image EditingMulti-Reference Image Generation

    Nanjing University China · Beijing Institute of Technology China · College of Artificial Intelligence, China University of Petroleum (Beijing) China +3

  10. Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration

    Apr 17, 2026Jun Li, Lizhi Xiong, Ziqiang Li +4Concept ErasureText Generation

    Nanjing University of Information Science and Technology · Southeast University · Nanjing University of Science and Technology

  11. From Seeing to Simulating: Generative High-Fidelity Simulation with Digital Cousins for Generalizable Robot Learning and Evaluation

    Apr 17, 2026Jasper Lu, Zhenhao Shen, Yuanfei Wang +8Sim-To-Real Reinforcement LearningIndoor Scene Generation

    1Peking University · 2Lightwheel

  12. Co-generation of Layout and Shape from Text via Autoregressive 3D Diffusion

    Apr 17, 2026Zhenggang Tang, Yuehao Wang, Yuchen Fan +93D Scene Generation3D Scene Understanding

    Meta Reality Labs · University of Illinois Urbana-Champaign · University of Texas at Austin

  13. (1D) Ordered Tokens Enable Efficient Test-Time Search

    Apr 16, 2026Zhitong Gao, Parham Rezaei, Ali Cy +7Autoregressive Image GenerationAutoregressive Generation

    1Swiss Federal Institute of Technology Lausanne (EPFL) · 2Apple

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

    Apr 16, 2026Aihua LiDiffusion Language ModelsLatent Flow

    Duke University

  15. Beyond Prompts: Unconditional 3D Inversion for Out-of-Distribution Shapes

    Apr 16, 2026Victoria Yue Chen, Emery Pierson, Léopold Maillard +13D Generative ModelsGenerative Models

    ETH Zürich · 2 École Polytechnique · Dassault Systèmes

  16. GenRec: A Preference-Oriented Generative Framework for Large-Scale Recommendation

    Apr 16, 2026Yanyan Zou, Junbo Qi, Lunsong Huang +7Sequential RecommendationRecommendation

    JD.com Beijing, China · Waseda University Tokyo, Japan

  17. Expert-Guided Class-Conditional Goodness-of-Fit Scores for Interpretable Classification with Informative Missingness: An Application to Seismic Monitoring

    Apr 16, 2026Shahar Cohen, David M. Steinberg, Yael Radzyner +1Missing DataClassifier

    Department of Statistics and Operations Research, School of Mathematical Sciences, Tel Aviv University, Tel Aviv, Israel · Israel NDC, Soreq Nuclear Research Center, Yavne, Israel

  18. Generative Modeling of Complex-Valued Brain MRI Data

    Apr 16, 2026Marco Schlimbach, Moritz Rempe, Jessica Mnischek +4Magnetic Resonance ImagingFunctional Magnetic Resonance Imaging

    Department of Physics, Technical University Dortmund, Otto-Hahn-Straße 4a, 44227 Dortmund, Germany · Institute for AI in Medicine (IKIM), University Hospital Essen, Girardetstraße 2, 45131 Essen, Germany · 3Cancer Research Center Cologne Essen (CCCE), University Medicine Essen, Hufelandstraße 55, 45147 Essen, Germany +4

  19. CPGRec+: A Balance-oriented Framework for Personalized Video Game Recommendations

    Apr 16, 2026Xiping Li, Aier Yang, Jianghong Ma +4RecommendationGraph Neural Networks

    Harbin Institute of Technology, China · School of Computer Science, Wuhan University, China

  20. Generative Augmented Inference

    Apr 16, 2026Cheng Lu, Mengxin Wang, Dennis J. Zhang +1Generative Artificial IntelligenceAgentic Inference

    Olin Business School, Washington University in St. Louis, USA · Naveen Jindal School of Management, University of Texas at Dallas, USA · W. P. Carey School of Business, Arizona State University, USA

  21. Symbiotic-MoE: Unlocking the Synergy between Generation and Understanding

    Apr 9, 2026Xiangyue Liu, Zijian Zhang, Miles Yang +3Cross-ModalGenerative Models

    HKUST · Tencent Hunyuan

  22. Stabilising Generative Models of Attitude Change

    Apr 2, 2026Jayd Matyas, William A. Cunningham, Alexander Sasha Vezhnevets +3Agent Behavior ModelingVerbalization

    Google DeepMind · University of Toronto · Caltech +1

  23. GaussianGPT: Towards Autoregressive 3D Gaussian Scene Generation

    Mar 27, 2026Nicolas von Lützow, Barbara Rössle, Katharina Schmid +13D Scene Generation3D Gaussian

    Technical University of Munich, Germany

  24. Robustness Quantification for Discriminative Models: a New Robustness Metric and its Application to Dynamic Classifier Selection

    Mar 24, 2026Rodrigo F. L. Lassance, Jasper De BockRobustness VerificationClassifier

    Foundations Lab for imprecise probabilities (FLip), Ghent University, Ghent, Belgium · Statistics Dept., Federal University of São Carlos, São Carlos, São Paulo, Brazil · Institute of Mathematic and Computer Sciences, University of São Paulo, São Carlos, São Paulo, Brazil

  25. Mixture-Greedy for Online Generative Model Selection: Is UCB Necessary in Diversity-Aware Multi-Armed Bandits?

    Mar 23, 2026Bahar Dibaei Nia, Farzan FarniaStochastic Multi-Armed BanditsModel Selection

    Department of Computer Science and Engineering, Chinese University of Hong Kong.

  26. Revisiting Autoregressive Models for Generative Image Classification

    Mar 19, 2026Ilia Sudakov, Artem Babenko, Dmitry BaranchukAutoregressive Image GenerationMulti-Reference Image Generation

    1HSE University · 2Yandex Research

  27. VesselTok: Tokenizing Vessel-like 3D Biomedical Graph Representations for Reconstruction and Generation

    Mar 19, 2026Chinmay Prabhakar, Bastian Wittmann, Tamaz Amiranashvili +6Graph Representation LearningVessels

    University of Zurich, Switzerland · ETH AI Center, Zurich, Switzerland · Technical University of Munich, Germany +1

  28. Trust-Region Noise Search for Black-Box Alignment of Diffusion and Flow Models

    Mar 15, 2026Niklas Schweiger, Daniel Cremers, Karnik RamDiffusion AlignmentGenerative Flow Networks

    Technical University of Munich, Germany · Munich Center for Machine Learning, Germany

  29. On the (Generative) Linear Sketching Problem

    Mar 15, 2026Xinyu Yuan, Yan Qiao, Zonghui Wang +1Generative ModelsGround Truth

    College of Computer Science and Technology, Zhejiang University, Hangzhou, China · School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China

  30. SK-Adapter: Skeleton-Based Structural Control for Native 3D Generation

    Mar 14, 2026Anbang Wang, Yuzhuo Ao, Shangzhe Wu +1High-Fidelity 3D Generation3D Generation

    The Hong Kong University of Science and Technology · University of Cambridge

  31. Evaluating Generative Models via One-Dimensional Code Distributions

    Mar 9, 2026Zexi Jia, Pengcheng Luo, Yijia Zhong +2Generative ModelsLong Visual-Token Sequences

    WeChat AI, Tencent Inc., China · School of Intelligence Science and Technology, Peking University · College of Computer Science and Artificial Intelligence, Fudan University

  32. EmboAlign: Aligning Video Generation with Compositional Constraints for Zero-Shot Manipulation

    Mar 5, 2026Gehao Zhang, Zhenyang Ni, Payal Mohapatra +3Robotic ManipulationBrain Alignment

    Northwestern University · Stanford University

  33. Inference-time optimization for experiment-grounded protein ensemble generation

    Feb 27, 2026Advaith Maddipatla, Anar Rzayev, Marco Pegoraro +5Conformational EnsemblesInference-Time

    Institute of Science and Technology, Austria · University of Zurich, Switzerland · Tel Hai – University of Kiryat Shmona in the Galilee, Israel +4

  34. Generative Modeling via Kernelized Stochastic Interpolants

    Feb 23, 2026Florentin Coeurdoux, Etienne Lempereur, Nathanaël Cuvelle-Magar +2Stochastic InterpolantsStochastic Differential Equations

    Capital Fund Management, Paris, France · Département d’informatique, ENS, Université PSL, Paris, France · Collège de France, Paris, France +2

  35. MeDUET: Disentangled Unified Pretraining for 3D Medical Image Synthesis and Analysis

    Feb 19, 2026Junkai Liu, Ling Shao, Le ZhangMedical Image Generation3D Medical Image Segmentation

    School of Engineering, College of Engineering and Physical Sciences, University of Birmingham, Birmingham, England, United Kingdom · UCAS-Terminus AI Laboratory, University of Chinese Academy of Sciences, Beijing 100049, China

  36. NextCrystal: a Symmetry-Driven Generative Framework for Crystal Structure Prediction

    Feb 19, 2026Jinming Mu, Lixin He, Xudong Zhu +1Crystal StructureCrystal

    Laboratory of Quantum Information, University of Science and Technology of China, Hefei 230026, Anhui, China · Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, Hefei 230088, Anhui, China

  37. 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

  38. Learning on the Manifold: Unlocking Standard Diffusion Transformers with Representation Encoders

    Feb 10, 2026Amandeep Kumar, Vishal M. PatelDiffusion TransformersRiemannian Flow Matching

    Johns Hopkins University

  39. Allure of Craquelure: A Variational-Generative Approach to Crack Detection in Paintings

    Feb 10, 2026Laura Paul, Holger Rauhut, Martin Burger +2ArtVariational

    Dept. of Mathematics, LMU Munich, Germany · Munich Center for Machine Learning, Germany · Helmholtz Imaging, Deutsches Elektronen-Synchrotron DESY, Germany +2

  40. Stabilizing Physics-Informed Consistency Models via Structure-Preserving Training

    Feb 10, 2026Che-Chia Chang, Chen-Yang Dai, Te-Sheng Lin +2Physics-Informed LearningPartial Differential Equations

    Institute of Artificial Intelligence Innovation National Yang Ming Chiao Tung University Hsinchu, Taiwan · Department of Applied Mathematics National Yang Ming Chiao Tung University Hsinchu, Taiwan · Department of Applied Mathematics National Yang Ming Chiao Tung University Hsinchu, Taiwan National Center for Theoretical Sciences National Taiwan University Taipei, Taiwan

  41. Language-Guided Transformer Tokenizer for Human Motion Generation

    Feb 9, 2026Sheng Yan, Yong Wang, Xin Du +2Human Motion GenerationTokenizer

    1Transsion Ltd. · 2Chongqing University of Technology · 3Afari Intelligence Drive +2

  42. Manifold-Aware Perturbations for Constrained Generative Modeling

    Jan 30, 2026Katherine Keegan, Lars RuthottoGenerative ModelsManifold Perspective

    Department of Mathematics, Emory University, Atlanta, Georgia, USA.

  43. Inverse Problems Conditioned on Observation Ensembles: Applications and Methods

    Jan 29, 2026Zhengyan Huan, Camila Pazos, Martin Klassen +3Inverse ProblemPosterior Sampling

    Department of Electrical and Computer Engineering, Tufts University, Medford, Massachusetts · The NSF AI Institute for Artificial Intelligence and Fundamental Interactions · Department of Physics and Astronomy, Tufts University, Medford, Massachusetts +1

  44. Parametric and Generative Forecasts of EPEX Day\char45 Ahead Energy Market Curves

    Jan 28, 2026Julian Gutierrez, Redouane SilventeElectricity Price ForecastingElectricity Markets

    New York University Abu Dhabi, Saadiyat Island, PO Box 129188, Abu Dhabi, United Arab Emirates · CREST, ENSAE, Institut Polytechnique de Paris, 5 Avenue Henry Le Chatelier 91120 Palaiseau, France

  45. Ambient Dataloops: Generative Models for Dataset Refinement

    Jan 21, 2026Adrián Rodríguez-Muñoz, William Daspit, Adam Klivans +3Generative ModelsProtein Design

    Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology · Department of Computer Science, University of Texas at Austin

  46. Diff-MN: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations

    Jan 20, 2026Xu Zhang, Junwei Deng, Chang Xu +2Time-Series GenerationNeural Ordinary Differential Equations

    Microsoft Research, Beijing, China · University of Illinois Urbana-Champaign, Illinois, United States · Imperial College London, London, United Kingdom

  47. AllShowers: One model for all calorimeter showers

    Jan 16, 2026Thorsten Buss, Henry Day-Hall, Frank Gaede +2Generative ModelsSurrogate Models

    Institut für Experimentalphysik, Universität Hamburg, Hamburg, Germany · Deutsches Elektronen-Synchrotron DESY, Hamburg, Germany

  48. Emergence of Nonequilibrium Latent Cycles in Unsupervised Generative Modeling

    Dec 12, 2025Marco Baiesi, Alberto RossoStatistical PhysicsGenerative Models

    Department of Physics and Astronomy, University of Padova, Via Marzolo 8, I-35131 Padova, Italy · INFN, Sezione di Padova, Via Marzolo 8, I-35131 Padova, Italy · LPTMS, CNRS, Universit´e Paris-Saclay, 91405, Orsay, France

  49. Distribution Matching Variational AutoEncoder

    Dec 8, 2025Sen Ye, Jianning Pei, Mengde Xu +4Conditional Variational AutoencoderGenerative Models

    State Key Laboratory of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University · University of Chinese Academy of Sciences · Tencent +1

  50. Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer

    Nov 27, 2025Z-Image Team, Huanqia Cai, Sihan Cao +21Multi-Reference Image GenerationImage Generation

    Z-Image Team, Alibaba Group

  51. Learning to Generate Human-Human-Object Interactions from Textual Descriptions

    Nov 25, 2025Jeonghyeon Na, Sangwon Baik, Inhee Lee +2Articulated ObjectsHuman Motion Generation

    Seoul National University

  52. FeRA: Frequency-Energy Constrained Routing for Effective Diffusion Adaptation Fine-Tuning

    Nov 22, 2025Bo Yin, Xiaobin Hu, Xingyu Zhou +7Diffusion ModelsModel Fine-Tuning

    National University of Singapore · University of Electronic Science and Technology of China · Nanyang Technological University +4

  53. Concentration bounds on response-based vector embeddings of black-box generative models

    Nov 11, 2025Aranyak Acharyya, Joshua Agterberg, Youngser Park +1Generative ModelsBehavioral Embeddings

  54. Leveraging Discrete Function Decomposability for Scientific Design

    Nov 4, 2025James C. Bowden, Sergey Levine, Jennifer ListgartenOptimal DesignDecentralized Optimization

    Department of Electrical Engineering and Computer Sciences, UC Berkeley. · Center for Computational Biology, UC Berkeley. · UC Berkeley–UCSF Graduate Program in Bioengineering, UC San Francisco.

  55. Metamodel-Guided Model Generation with Layered Constraints

    Oct 29, 2025Tong Ma, Hui Lai, Hui Wang +4Large Language Model GenerationConstraint Satisfaction

    University of Science and Technology of China, China · Hefei Institutes of Physical Science, Chinese Academy of Sciences, China · Anhui University, China

  56. CDFlow: Building Invertible Layers with Circulant and Diagonal Matrices

    Oct 29, 2025Xuchen Feng, Siyu LiaoNormalizing FlowsBatch Normalization

    School of Integrated Circuits Sun Yat-sen University

  57. VividCam: Learning Unconventional Camera Motions from Virtual Synthetic Videos

    Oct 28, 2025Qiucheng Wu, Handong Zhao, Zhixin Shu +3Camera ControlCamera Trajectories

    UC, Santa Barbara · Adobe Research · MIT-IBM Watson AI Lab

  58. Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence

    Oct 18, 2025Bingji Yi, Qiyuan Liu, Yuwei Cheng +1Synthetic DataRetraining

    Independent Researcher. Work done while visiting UChicago CS. · Work done while visiting UChicago CS. · Department of Statistics, University of Chicago. +1

  59. Attribution Graphs and Causal Probing for Mechanistic Discovery and Bias Repair in Multimodal Generative Learning

    Oct 14, 2025Noor Islam S. Mohammad, Uluğ BayazıtMechanistic InterpretabilityCausal Representation Learning

    1,2Istanbul Technical University

  60. BaNEL: Exploration Posteriors for Generative Modeling Using Only Negative Rewards

    Oct 10, 2025Sangyun Lee, Brandon Amos, Giulia FantiGenerative ModelsProgress Reward Modeling

    Carnegie Mellon University