Generative Models

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Period ending 2026-09-21

28 new papers

A weekly snapshot of new work published in Generative Models.

Period ending 2026-09-14

26 new papers

A weekly snapshot of new work published in Generative Models.

Period ending 2026-09-07

31 new papers

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1,168 papers

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  1. Counting Worlds Branching Time Semantics for post-hoc Bias Mitigation in generative AI

    Apr 21, 2026Alessandro G. Buda, Giuseppe Primiero, Leonardo Ceragioli +1Generative Artificial IntelligenceInference-Time Defense

  2. Allo{SR}2^2: Rectifying One-Step Super-Resolution to Stay Real via Allomorphic Generative Flows

    Apr 21, 2026Zihan Wang, Xudong Huang, Junbo Qiao +4Generative Super-ResolutionRectified Flow

  3. Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation

    Apr 21, 2026Rui Li, Ke Hao, Yuanzhi Liang +4Denoising TrajectoryVisual Generation

  4. Formally Verified Patent Analysis via Dependent Type Theory: Machine-Checkable Certificates from a Hybrid AI + Lean 4 Pipeline

    Apr 20, 2026George KoomullilPatentFormal Verification

  5. Discriminative-Generative Synergy for Occlusion Robust 3D Human Mesh Recovery

    Apr 20, 2026Yang Liu, Zhiyong ZhangHuman Mesh RecoveryGenerative Priors

  6. MathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval

    Apr 20, 2026Shaden Alshammari, Kevin Wen, Abrar Zainal +5Olympiad-Level ProblemMath Problems

  7. UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models

    Apr 20, 2026Jiaqi Wang, Haoge Deng, Ting Pan +5Group Relative Policy OptimizationGenerative Models

  8. Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation

    Apr 20, 2026Yanjun Guo, Zhengqiang Zhang, Pengfei Wang +3Spatio-Temporal CoherenceVideo Temporal Grounding

  9. TacticGen: Grounding Adaptable and Scalable Generation of Football Tactics

    Apr 20, 2026Sheng Xu, Guiliang Liu, Tarak Kharrat +12Generative ModelsMultimodal Diffusion Transformers

  10. Efficient Diffusion Models under Nonconvex Equality and Inequality constraints via Landing

    Apr 20, 2026Kijung Jeon, Michael Muehlebach, Molei TaoDiffusion SamplingInequality Constraints

  11. Adversarial Arena: Crowdsourcing Data Generation through Interactive Competition

    Apr 20, 2026Prasoon Goyal, Sattvik Sahai, Michael Johnston +14Large Language Model GenerationConversational Datasets

  12. Ego-InBetween: Generating Object State Transitions in Ego-Centric Videos

    Apr 20, 2026Mengmeng Ge, Takashi Isobe, Xu Jia +7Egocentric VideoEgocentric Vision

  13. Prior-Fitted Functional Flow: In-Context Generative Models for Pharmacokinetics

    Apr 19, 2026César Ojeda, Niklas Hartung, Wilhelm Huisinga +6Drug-Drug InteractionsPatient Trajectories

  14. A Probabilistic Consensus-Driven Approach for Robust Counterfactual Explanations

    Apr 19, 2026Marcin Kostrzewa, Maciej Zięba, Jerzy StefanowskiCounterfactual ExplanationGenerative Models

  15. Coevolving Representations in Joint Image-Feature Diffusion

    Apr 19, 2026Theodoros Kouzelis, Spyros Gidaris, Nikos KomodakisGenerative ModelsVariational Autoencoder

  16. Trustworthy deep domain adaptation for wearable photoplethysmography signal analysis with decision-theoretic uncertainty quantification

    Apr 19, 2026Ciaran BenchDomain AdaptationPixel-Level Prediction

  17. MetaEarth3D: Unlocking World-scale 3D Generation with Spatially Scalable Generative Modeling

    Apr 19, 2026Jinqi Cao, Zhiping Yu, Baihong Lin +3Embodied Spatial IntelligenceGenerative Models

  18. A Universal Avoidance Method for Diverse Multi-branch Generation

    Apr 19, 2026Kyeongman Park, Minha Jhang, Kyomin JungGenerative ModelsDiversity

  19. E2E-GMNER: End-to-End Generative Grounded Multimodal Named Entity Recognition

    Apr 19, 2026Meng Zhang, Jinzhong Ning, Xiaolong Wu +2Named-Entity RecognitionVision-Language Model Grounding

  20. Probabilistic Programs of Thought

    Apr 19, 2026Poorva Garg, Renato Lui Geh, Daniel Israel +3Code GenerationLarge Language Model Reasoning

  21. From Necklaces to Coalitions: Fair and Self-Interested Distribution of Coalition Value Calculations

    Apr 18, 2026Terry R. Payne, Luke RileyCoalition FormationImperfect-Information Games

  22. LIVE: Leveraging Image Manipulation Priors for Instruction-based Video Editing

    Apr 18, 2026Weicheng Wang, Zhicheng Zhang, Zhongqi Zhang +6Video EditingVideo Dataset

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

    Apr 18, 2026Chenwei ZhangCryo-Electron MicroscopyTransmission Electron Microscopy

  24. Generative Semantic Communication via Alternating Dual-Domain Posterior Sampling

    Apr 18, 2026Shunpu Tang, Qianqian YangSemantic CommunicationsPosterior Sampling

  25. 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 +3Hierarchical 3D Scene GraphsGeometry-Aware Foundation Model

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

    Apr 18, 2026Jiahao Li, Jiayi Dong, Peng Ye +3Single-Cell Rna SequencingHigh-Fidelity Conditional Generation

  27. Efficient Punctuation Restoration via Weighted Lookahead Scoring Method for Streaming ASR Systems

    Apr 18, 2026Sungmook Woo, Hyungu Kang, Chanwoo KimPronounData Generation

  28. 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 RegistrationLight Detection And Ranging

  29. MidSteer: Optimal Affine Framework for Steering Generative Models

    Apr 17, 2026Tatiana Gaintseva, Andrew Stepanov, Ziquan Liu +4SteeringTraining-Free Reward Alignment

  30. Synthetic data in cryptocurrencies using generative models

    Apr 17, 2026André Saimon S. Sousa, Otto Pires, Frank Acasiete +3Synthetic DataDecentralized Finance

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

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

  32. The Amazing Stability of Flow Matching

    Apr 17, 2026Rania Briq, Michael Kamp, Ohad Fried +2Generative Models

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

    Apr 17, 2026Bo Zhao, Kairui Guo, Runnan Du +6Image EditingLarge-Scale Image Generation

  34. How Hypocritical Is Your LLM judge? Listener-Speaker Asymmetries in the Pragmatic Competence of Large Language Models

    Apr 17, 2026Judith Sieker, Sina ZarrießLarge Language Model JudgesLinguistics

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

    Apr 17, 2026Jun Li, Lizhi Xiong, Ziqiang Li +4Concept ErasureText-To-Video Models

  36. 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 +8Zero-Shot Sim-To-Real TransferScalable Robot Learning

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

    Apr 17, 2026Zhenggang Tang, Yuehao Wang, Yuchen Fan +93D Scenes3D Latent Diffusion Model

  38. (1D) Ordered Tokens Enable Efficient Test-Time Search

    Apr 16, 2026Zhitong Gao, Parham Rezaei, Ali Cy +7Autoregressive GenerationGenerative Models

  39. LeapAlign: Post-Training Flow Matching Models at Any Generation Step by Building Two-Step Trajectories

    Apr 16, 2026Zhanhao Liang, Tao Yang, Jie Wu +2Hierarchical Flow MatchingLatent Representation Alignment

  40. RAD-2: Scaling Reinforcement Learning in a Generator-Discriminator Framework

    Apr 16, 2026Hao Gao, Shaoyu Chen, Yifan Zhu +4Diffusion PlanningAutonomous Driving

  41. Fabricator or dynamic translator?

    Apr 16, 2026Lisa Vasileva, Karin SimMachine Translation ModelsTranslation Quality

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

    Apr 16, 2026Aihua LiDiffusion Language ModelsLLM Inference Efficiency

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

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

  44. Reward-Aware Trajectory Shaping for Few-step Visual Generation

    Apr 16, 2026Rui Li, Bingyu Li, Yuanzhi Liang +3Few-Step GenerationVisual Generation

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

    Apr 16, 2026Yanyan Zou, Junbo Qi, Lunsong Huang +7Large-Scale Recommendation SystemsRecommender Systems

  46. Schema-Key Wording as an Instruction Channel in Structured Generation under Constrained Decoding

    Apr 16, 2026Yifan LeData GenerationInstruction

  47. 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 DataStatistical Models

  48. Generative Modeling of Complex-Valued Brain MRI Data

    Apr 16, 2026Marco Schlimbach, Moritz Rempe, Jessica Mnischek +4Magnetic Resonance ImagingMedical Image Generation

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

    Apr 16, 2026Xiping Li, Aier Yang, Jianghong Ma +4Recommender SystemsRecommendation

  50. Generative Augmented Inference

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

  51. Efficient Personalization of Generative User Interfaces

    Apr 10, 2026Yi-Hao Peng, Jeffrey P. Bigham, Jason WuPersonalizationUser Interface

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

    Apr 9, 2026Xiangyue Liu, Zijian Zhang, Miles Yang +3Cross-Modal LearningMixture-of-Experts Models

  53. Stabilising Generative Models of Attitude Change

    Apr 2, 2026Jayd Matyas, William A. Cunningham, Alexander Sasha Vezhnevets +3User SimulationVerbalization

  54. Are Finer Citations Always Better? Rethinking Granularity for Attributed Generation

    Apr 1, 2026Hexuan Wang, Jingyu Zhang, Benjamin Van Durme +1CitationsAblation

  55. Executing as You Generate: Hiding Execution Latency in LLM Code Interpreters

    Apr 1, 2026Zhensu Sun, Zhihao Lin, Zhi Chen +4Large LanguageLow-Latency Systems

  56. GaussianGPT: Towards Autoregressive 3D Gaussian Scene Generation

    Mar 27, 2026Nicolas von Lützow, Barbara Rössle, Katharina Schmid +13D Scenes3D Object Understanding

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

    Mar 24, 2026Rodrigo F. L. Lassance, Jasper De BockDiscriminative ModelsObject Classification

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

    Mar 23, 2026Bahar Dibaei Nia, Farzan FarniaModel SelectionGenerative Models

  59. Revisiting Autoregressive Models for Generative Image Classification

    Mar 19, 2026Ilia Sudakov, Artem Babenko, Dmitry BaranchukAutoregressive Image GenerationGenerative Models

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

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