Generative Models

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Period ending 2026-09-21

28 new papers

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Period ending 2026-09-14

26 new papers

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Period ending 2026-09-07

31 new papers

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  1. One-Step Generative Surrogate Models via Block-Triangular Joint Drifting

    Sep 22, 2026Nicholas Geissler, Shreya Jha, Ricardo Baptista +1Generative ModelsLatent Trajectories

  2. Belted Engression: Sufficient Dimension Reduction for Generative Distributional Regression

    Sep 20, 2026Wenxi Tan, Bing Li, Lingzhou XueGenerative ModelsDistributional Learning

  3. PAA: The Probabilistic Allen Algebra: A Generative and Complete Probabilistic Extension of Allen's Interval Relations

    Sep 17, 2026Julian EggertProbabilityAlgebraic Structures

  4. Refinement Is Inherently Editable: Training-Free Prompt-to-Prompt Image Editing with Generative Refinement Network

    Sep 17, 2026Yulong Chen, Ziqian Zhang, Haoyu Zhang +4Diffusion EditingImage Editing

  5. UniPolicy: Unified Objective-Specific Policies for Generative Search Advertising

    Sep 17, 2026Kun Yao, Yuhang Zhou, Yichi Zhang +6AdsTraining-Free Reward Alignment

  6. Search at the Cost of Sampling: Nearly-Instant Latent Space Bayesian Optimization

    Sep 16, 2026Donney Fan, Colin Doumont, Aleksandra Kalisz +4Bayesian OptimizationAccurate Surrogate Models

  7. Dreaming the Sound of Contact: Leveraging Video and Audio Generation for Zero-Shot Force-Aware Manipulation and Data Generation

    Sep 16, 2026Guanhua Ji, Tianyu Li, Dayoon Suh +3Robot TrajectoriesHuman Motion Generation

  8. Stable Filters for Generative Modeling of Graph Signals

    Sep 16, 2026Martin Schmidt, Gonzalo MateosGenerative ModelsSchrödinger Bridges

  9. The Uneven Impact of Generative AI on Student Learning: Examining the Roles of Reliance, Evaluation Literacy, and Course Policy in AI-related Courses

    Sep 16, 2026Lydia Manikonda, Mei Si, Sirajam Munira +2Artificial Intelligence LiteracyGenerative Artificial Intelligence

  10. Approximating High Dimensional Self-Motion Manifolds via Deep Generative Models

    Sep 16, 2026Haitao Gao, Yang Song, Liao WuRobotic ArmsMotion Planners

  11. vidax: A Unified JAX Framework for Video Generative Models on Accelerator Meshes

    Sep 16, 2026Congyue DengPytorchGenerative Models

  12. Walking the Score Manifold: Continuous-time Generative Dynamics on Learned Data Manifolds

    Sep 15, 2026Jan Tauberschmidt, Brian B. Moser, Stanislav Frolov +3Generative ModelsScore-Based Diffusion Model

  13. LoopSpec: Pipelined Self-Speculative Decoding for Looped Transformers

    Sep 15, 2026SangLyul Cho, Langqing Cui, Sehoon Kim +2Speculative DecodingSelf-Speculative

  14. Continual Learning for Traversability Prediction with Uncertainty-Aware Adaptation

    Sep 15, 2026Hojin Lee, Yunho Lee, Daniel A Duecker +1TraversabilityEfficient Continual Learning

  15. FLAT: Resampling Image and Text into 1D Flexible-Length Aligned Transmodal Tokens for Retrieval and Generation

    Sep 15, 2026Guangyu Sun, Shlok Kumar Mishra, Wentao Bao +8Multi-Modal Representation LearningCross-Modal Learning

  16. Generative models for simulation based filtering: Formulations and Empirical Comparisons

    Sep 14, 2026Mohammad Al-Jarrah, Wei Deng, Bamdad Hosseini +1Particle FiltersExtended Kalman Filter

  17. Navigating Sparse Evidence: Agentic Visual RAG via Explicit Context Selection and Consolidation

    Sep 14, 2026Yucheng Shen, Lingyong Yan, Jiulong Wu +4Visual EvidenceKnowledge-Based Visual Question Answering

  18. Online local learning for generative thermodynamic computing

    Sep 14, 2026Huilin Wang, Weibing DengThermodynamicsLangevin Dynamics

  19. Representing Clinical Conditions on Vital Signs from Healthy Individuals using Latent Modeling

    Sep 14, 2026Rafael Pina, Varuna De Silva, Mindula IlleperumaIntensive Care UnitClinical

  20. Diffusion Trajectory Modeling for Semantic Correspondence

    Sep 14, 2026Yusung ChoiDiscrete Diffusion ModelGenerative Processes

  21. Generating the Unheard: Phylogeny-Guided Latent Generation for Ancestral Sound Reconstruction

    Sep 14, 2026Tianyi Xu, Shrinaath Narasimhan, Evan Gorstein +3Acoustic RepresentationPhylogenetic Trees

  22. ProtoGuide: Prototype-Driven Guidance for Class-Conditional Graph Generation

    Sep 14, 2026Salvatore Romano, Marco Grassia, Pietro Liò +1Diffusion SamplingData Generation

  23. Convergence rates for generative drifting flows: fixed-scale obstructions and multihead acceleration

    Sep 14, 2026Arthur Stéphanovitch, Eddie AamariGenerative ModelsGenerative Artificial Intelligence

  24. DriftSE: Speech Enhancement with Generative Drifting

    Sep 14, 2026Liang Xu, Diego Caviedes-Nozal, W. Bastiaan Kleijn +2Speech EnhancementAcoustic Representation

  25. T-GADE: Thermodynamical Generative-AI-Driven Evolution of LLM Artifacts

    Sep 14, 2026Kyoko Ogawa, Naoki MoriGenetic AlgorithmsEvolution

  26. Assessment of Non-Institutional AI Tool Usage Among Clinicians

    Sep 14, 2026Sarah Pungitore, Jarrod MosierClinical Decision SupportAi-Driven

  27. Fast BIB simulation at a future Muon Collider with generative machine learning

    Sep 14, 2026Radha Mastandrea, Shiyu Peng, Benjamin Rosser +1MuonGenerative Models

  28. GLARE: Generative Learning via Adversarial Reward Estimation For Social Dynamics Forecasting

    Sep 14, 2026Tenghao Huang, Zhaoxuan Tan, Muhao Chen +5SessionsConversational Benchmarks

  29. OneLA: Scaling Linear-Attention Decoding to Large Beams in Generative Recommendation

    Sep 14, 2026Xiangrui Yang, Cheng Peng, Yunfeng Zhao +9Large-Scale Recommendation SystemsQuadratic Attention

  30. RAIN: Region-Aware Inversion Network for Semantic Watermark Extraction

    Sep 14, 2026Zilai LiWatermarkingHigh-Resolution

  31. Generative Marketing Mix Modeling: A Causal Inference Framework Linking GEO and GEM to Business Impact

    Sep 12, 2026Masahiro Kato, Daiki Honma, Taka KatoGenerativeCausal Inferences

  32. Learning Interaction between Image and Layout Priors for Joint Image-Layout Generation in Design Templates

    Sep 12, 2026Shirong Yang, Bo Yang, Ying CaoLayoutsGenerative Processes

  33. MindTopo: Can Foundation Models Reason in Topological Space?

    Sep 12, 2026Yunfei Ge, Anbang Liu, Qineng Wang +9Spatial ReasoningTheory-Of-Mind Reasoning

  34. Particle GFlowNets: Rethinking Generative Marginalization Models

    Sep 11, 2026Tiago da Silva, Diego Mesquita, Salem LahlouGenerative Flow NetworksGibbs Measures

  35. Flow Duality and Source Geometry for Categorical Generation

    Sep 11, 2026Etrit HaxholliConditional Flow MatchingInterpolation

  36. GRADE: Single-Frame Generative Radar Depth Estimation Under Visual Degradation

    Sep 11, 2026Bin Zhao, Patrick Chiou, Nakul GargDepth EstimationRadar

  37. Shedding Light: A Benchmark for Evaluating Lighting Understanding in Generative Image Models

    Sep 11, 2026Justine Giroux, Jack Oliver Hilliard, Yannick Hold-Geoffroy +2LightingGenerative Models

  38. Local Robustness Quantification for Naive Bayes Classifiers and Generative Forests: a General Approach

    Sep 11, 2026Adrián Detavernier, Jasper De BockRandom ForestStatistical Models

  39. Zero-shot rib design: merging training-free generative prior with topology optimization

    Sep 11, 2026Yongmin Kwon, Namwoo KangTopology OptimizationComputer-Aided Design

  40. SynCo: Synthetic Community-Aware Attributed Graph Generator for Graph Neural Network Benchmarking

    Sep 9, 2026Guilherme Henrique Messias, Mariana Caravanti de Souza, Sylvia Iasulaitis +1Text-Attributed GraphGraph Neural Networks

  41. Decoupled Self-Forcing Distillation for Streaming Talking Head Generation

    Sep 9, 2026Yanru An, Ruiyan Wang, Wenwu Wei +7Video LatentsData Generation

  42. A Systematic Evaluation of Molecule Generation Models for De Novo Drug Design: From Benchmarks to Practical Insights

    Sep 9, 2026Xinrui Xu, Xueer Wang, Dan Luo +2Molecular GenerationDrug Design

  43. Grounded Evaluation and Repair for NL-to-PDDL Problem Generation

    Sep 9, 2026Joana Rosa, Pedro Santos, Valdemar Oliveira +3Large Language Model PlanningLarge Language Model Generation

  44. Albedo Estimation via Latent Bridge Matching

    Sep 9, 2026Carme Corbi, David Serrano-Lozano, Javier Vazquez-Corral +1Self-Supervised Reconstruction MethodLatent Bridge Matching

  45. uFlowCSP: Crystal Structure Prediction using Mean flow generative models

    Sep 9, 2026Sourin Dey, Dipannoy Das Gupta, Lai Wei +2Crystallographic Plane IndicesData-Driven Materials Discovery

  46. NOAH: Learning the Full Patient Journey. A Longitudinal Multimodal Time-Aware Model for Representation and Forecasting

    Sep 8, 2026Tobias Susetzky, Raphael Rehms, Dmitrii Seletkov +5Patient TrajectoriesLongitudinal Patient Records

  47. LEBGen: An LLM-Enhanced Bayesian Network Framework for Few-Shot Travel Survey Data Generation

    Sep 8, 2026Zijian Shen, Bin Zhou, Jiguang Wang +2Synthetic DataBayesian Networks

  48. Dreaming in Flow: Generative Grounding Feedback for Self-Evolving Unified Multimodal Models

    Sep 8, 2026Ke Hao, Yuanzhi Liang, Tingxi Chen +5Unified Multimodal ModelsLarge-Scale Video Generation Models

  49. Revisiting Spectral Representations in Generative Diffusion Models

    Sep 8, 2026Yuehao Wang, Peihao Wang, Hanwen Jiang +3Generative ModelsGenerative

  50. ParetoTransport: Generative Optimization by Mass Transport Toward The Pareto Front

    Sep 7, 2026Stephanie Holly, Sepp Hochreiter, Werner ZellingerMulti-Objective OptimizationOptimal Transport

  51. DF26: We Cannot Tell Fake From Real Anymore

    Sep 7, 2026Severyn Shykula, Andrii Yermakov, Ivan Samarskyi +3Explainable Deepfake DetectionFake News

  52. The Price of Consistency: Exploiting Visual Anchors for Multimodal Jailbreaking in Video Generation

    Sep 7, 2026Peng Li, Qianqian Xu, Yangbangyan Jiang +2Large-Scale Video Generation ModelsJailbreak Evaluations

  53. MedFlow: Class-Aware Multi-Scale Generation for Medical Time-Series Synthesis

    Sep 7, 2026Yanhao Huang, Shibo Feng, Wanjin Feng +2Synthetic Time SeriesMedical Image Generation

  54. Conditioning Degenerate Diffusion Models

    Sep 3, 2026Uğur Aydın, Tamer BaşarDiscrete Diffusion ModelOptimal Transport

  55. Fill My Mirror: Geometry-Constrained Mirror Inpainting

    Sep 3, 2026Ofek Basson, Shimon Vainer, Yacov Hel-Or +1InpaintingIndoor Scene Generation

  56. </think> Doesn't Stop Reasoning: Analysis of Spurious CoT Termination

    Sep 3, 2026Seunghee Koh, Sungjae Choi, Minchan Kwon +2Chain-of-Thought ReasoningThinking

  57. Auditing Patient Privacy in Medical Generative Models: Scalable Memorization Detection with DeepSSIM++

    Sep 3, 2026Antonio Scardace, Francesco Guarnera, Sebastiano Battiato +1Medical Image GenerationGenerative Models

  58. When Do Frozen VLMs Respond to Image-Free Object-Token Edits? An Answer-Key-Free Protocol and What It Reveals

    Sep 3, 2026Wonbin Son, Gyumun Choi, Junil Seo +3Frozen Vision-Language ModelsKnowledge-Based Visual Question Answering

  59. Inferred Generative-Process Diversity Predicts Correlated Failure Across Language Models

    Sep 3, 2026Ross Tieman, Evan MarkouDiversityGenerative Processes

  60. SurgeGen: A Hybrid Generative Diffusion Framework for Storm Surge Scenario Synthesis

    Sep 3, 2026Shunan Zheng, John J. HasenbeinAccurate Flood PredictionSurrogate Models