Generative Models

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

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

A weekly snapshot of new work published in Generative Models.

Inside this field

Focused directions

1,168 papers

Latest in Generative Models

Browse all topics →
CardsList

  1. Caracal: Causal Architecture via Spectral Mixing

    Apr 30, 2026Bingzheng Gan, Tianyi Zhang, Yusu Li +4Causal AttentionSequence Modeling

  2. A unified perspective on fine-tuning and sampling with diffusion and flow models

    Apr 30, 2026Carles Domingo-Enrich, Yuanqi Du, Michael S. AlbergoAdjoint MatchingGenerative Models

  3. Universal statistical laws governing culinary design

    Apr 30, 2026Ganesh Bagler, Gopal Krishna Tewari, Aditya Raj Yadav +5RecipeDiversity

  4. Generate Your Talking Avatar from Video Reference

    Apr 30, 2026Zujin Guo, Zhenhui Ye, Yi Ren +4AvatarsVideo Pretraining

  5. Sampler-Robust Optimization under Generative Models

    Apr 30, 2026Ziwei Zhang, Jonathan Yu-Meng LiRobust OptimizationPortfolio Optimization

  6. Toward Autonomous SOC Operations: End-to-End LLM Framework for Threat Detection, Query Generation, and Resolution in Security Operations

    Apr 30, 2026Md Hasan Saju, Akramul AzimSecurityTriage

  7. Analytical Correction for Subsampling Bias in Drifting Models

    Apr 29, 2026Jiaru Zhang, Zeyun Deng, Juanwu Lu +2Artifact CorrectionBias Mitigation

  8. PhyloSDF: Phylogenetically-Conditioned Neural Generation of 3D Skull Morphology via Residual Flow Matching

    Apr 28, 2026Kaikwan Lau, Gary P. T. ChoiKey Vertebral Morphometry VariablesGenerative Models

  9. Benchmarking Layout-Guided Diffusion Models through Unified Semantic-Spatial Evaluation in Closed and Open Settings

    Apr 28, 2026Luca Parolari, Nicla Faccioli, Lamberto BallanText-To-Image Diffusion ModelsText-To-Image

  10. VAE-Inf: A statistically interpretable generative paradigm for imbalanced classification

    Apr 28, 2026Hongfei Wu, Ruijian Han, Yancheng YuanExtreme Class ImbalanceDiscriminative Models

  11. Exploring Time Conditioning in Diffusion Generative Models from Disjoint Noisy Data Manifolds

    Apr 28, 2026Liuzhuozheng Li, Zhiyuan Zhan, Shuhong Liu +5Generative ModelsHigh-Dimensional Data

  12. Accurate and Robust Generative Approach for Overcoming Data Sparsity and Imbalance in Landslide Modeling with A Tabular Foundation Model

    Apr 28, 2026Kaixuan Shao, Gang Mei, Yinghan Wu +2LandslidesTabular Foundation Models

  13. CoreFlow: Low-Rank Matrix Generative Models

    Apr 27, 2026Dongze Wu, Linglingzhi Zhu, Yao XieGenerative Flow NetworksGenerative Models

  14. ViPO: Visual Preference Optimization at Scale

    Apr 27, 2026Ming Li, Jie Wu, Justin Cui +3Large Image DatasetsVision Foundation Models

  15. A Unifying Framework for Unsupervised Concept Extraction

    Apr 27, 2026Chandler Squires, Pradeep RavikumarUnsupervisedUnified Framework

  16. VibeToken: Scaling 1D Image Tokenizers and Autoregressive Models for Dynamic Resolution Generations

    Apr 27, 2026Maitreya Patel, Jingtao Li, Weiming Zhuang +2Autoregressive Image GenerationAutoregressive Generation

  17. MotionBricks: Scalable Real-Time Motions with Modular Latent Generative Model and Smart Primitives

    Apr 27, 2026Tingwu Wang, Olivier Dionne, Michael De Ruyter +13Human Motion GenerationControllable Video Generation

  18. Personalized Worked Example Generation from Student Code Submissions Using Pattern-based Knowledge Components

    Apr 27, 2026Griffin Pitts, Muntasir Hoq, Peter Brusilovsky +4Code GenerationData Generation

  19. On the Trainability of Masked Diffusion Language Models via Blockwise Locality

    Apr 27, 2026Yuxiang Wang, Yu Xiang, Baojian Zhou +4Masked Diffusion Language ModelsAutoregressive Language Models

  20. Guiding Vector Field Generation via Score-based Diffusion Model

    Apr 27, 2026Zirui Chen, Shiliang Guo, Shiyu ZhaoVector FieldsNeural Guidance

  21. Speech Enhancement Based on Drifting Models

    Apr 27, 2026Liang Xu, Diego Caviedes-Nozal, W. Bastiaan Kleijn +2Speech EnhancementGenerative Framework

  22. V-GRPO: Online Reinforcement Learning for Denoising Generative Models Is Easier than You Think

    Apr 25, 2026Bingda Tang, Yuhui Zhang, Xiaohan Wang +3Group Relative Policy OptimizationGenerative Models

  23. EAD-Net: Emotion-Aware Talking Head Generation with Spatial Refinement and Temporal Coherence

    Apr 25, 2026Yahui Li, Yinfeng Yu, Liejun Wang +1Spatio-Temporal CoherenceSpatial Attention

  24. Latent Space Probing for Adult Content Detection in Video Generative Models

    Apr 25, 2026Alizishaan Khatri, Chiquita PrabhuAi-Generated Image DetectionVideos

  25. GenAssets: Generating in-the-wild 3D Assets in Latent Space

    Apr 24, 2026Ze Yang, Jingkang Wang, Haowei Zhang +33D Assets3D Latent Diffusion Model

  26. Hard to See, Hard to Label: Generative and Symbolic Acquisition for Subtle Visual Phenomena

    Apr 24, 2026Renjith Prasad, Rishabh Sharma, Andrew E. Shao +8Active LearningPseudo-Labeling

  27. CheXmix: Unified Generative Pretraining for Vision Language Models in Medical Imaging

    Apr 24, 2026Ashwin Kumar, Robbie Holland, Corey Barrett +8Medical Vision-Language ModelsMedical Image Generation

  28. BrickNet: Graph-Backed Generative Brick Assembly

    Apr 24, 2026Peter Kulits, Cordelia SchmidBuilding BlocksGenerative

  29. Aligning Dense Retrievers with LLM Utility via Distillation

    Apr 24, 2026Rajinder Sandhu, Di Mu, Cheng Chang +4Retrieval LayerRetrievers

  30. Generative Modeling of Neurodegenerative Brain Anatomy with 4D Longitudinal Diffusion Model

    Apr 24, 2026Nivetha Jayakumar, Swakshar Deb, Bahram Jafrasteh +2Neuroimaging ModelsDiscrete Diffusion Model

  31. PoseFM: Relative Camera Pose Estimation Through Flow Matching

    Apr 24, 2026Dominik Kuczkowski, Laura RuotsalainenVisual OdometryMonocular Depth Estimation

  32. Beyond Chain-of-Thought: Rewrite as a Universal Interface for Generative Multimodal Embeddings

    Apr 24, 2026Peixi Wu, Ke Mei, Feipeng Ma +15Multimodal EmbeddingsRewrite

  33. AI-Driven Performance-to-Design Generation and Optimization of Marine Propellers

    Apr 24, 2026Leah Chen, Keni Chih-Hua Wu, Boon Tat Chia +2Computer-Aided DesignGenerative Framework

  34. GenMatter: Perceiving Physical Objects with Generative Matter Models

    Apr 24, 2026Eric Li, Arijit Dasgupta, Yoni Friedman +53D PerceptionScene Representation

  35. UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection

    Apr 23, 2026Yanran Zhang, Wenzhao Zheng, Yifei Li +5Ai-Generated Image DetectionLarge-Scale Image Generation

  36. Quotient-Space Diffusion Models

    Apr 23, 2026Yixian Xu, Yusong Wang, Shengjie Luo +4Molecular GenerationSymmetry

  37. Sculpt4D: Generating 4D Shapes via Sparse-Attention Diffusion Transformers

    Apr 23, 2026Minghao Yin, Wenbo Hu, Jiale Xu +24D GenerationMultimodal Diffusion Transformers

  38. Evaluating AI Meeting Summaries with a Reusable Cross-Domain Pipeline

    Apr 23, 2026Philip Zhong, Don Wang, Jason ZhangSessionsData Generation

  39. Exploring the Role of Synthetic Data Augmentation in Controllable Human-Centric Video Generation

    Apr 23, 2026Yuanchen Fei, Yude Zou, Zejian Kang +3Controllable Video GenerationVideo Dataset

  40. On Reasoning Behind Next Occupation Recommendation

    Apr 23, 2026Shan Dong, Palakorn Achananuparp, Hieu Hien Mai +3Large Language Model ReasoningLlm-As-A-Judge

  41. Multilingual and Domain-Agnostic Tip-of-the-Tongue Query Generation for Simulated Evaluation

    Apr 22, 2026Xuhong He, To Eun Kim, Maik Fröbe +3Multilingual BenchmarkMultilingual

  42. Mind the Prompt: Self-adaptive Generation of Task Plan Explanations via LLMs

    Apr 22, 2026Gricel Vázquez, Alexandros Evangelidis, Sepeedeh Shahbeigi +2Llm-DrivenTask Synthesis

  43. Synthetic Data in Education: Empirical Insights from Traditional Resampling and Deep Generative Models

    Apr 22, 2026Tapiwa Amion Chinodakufa, Ashfaq Ali Shafin, Khandaker Mamun AhmedSynthetic DataPrivacy-Preserving Framework

  44. DeVI: Physics-based Dexterous Human-Object Interaction via Synthetic Video Imitation

    Apr 22, 2026Hyeonwoo Kim, Jeonghwan Kim, Kyungwon Cho +1Motion ImitationControllable Video Generation

  45. Stability-Driven Motion Generation for Object-Guided Human-Human Co-Manipulation

    Apr 22, 2026Jiahao Xu, Xiaohan Yuan, Xingchen Wu +3Articulated ObjectsHuman Motion Generation

  46. Synthetic Flight Data Generation Using Generative Models

    Apr 22, 2026Karim Aly, Alexei SharpanskykhSynthetic DataFlight Performance

  47. Generative Augmentation of Imbalanced Flight Records for Flight Diversion Prediction: A Multi-objective Optimisation Framework

    Apr 22, 2026Karim Aly, Alexei Sharpanskykh, Jacco HoekstraFlight PerformanceSynthetic Data

  48. Memory-Augmented LLM-based Multi-Agent System for Automated Feature Generation on Tabular Data

    Apr 22, 2026Fengxian Dong, Zhi Zheng, Xiao Han +5Memory-Augmented Large Language ModelsWorkflow Generation

  49. Dream-Cubed: Controllable Generative Modeling in Minecraft by Training on Billions of Cubes

    Apr 22, 2026Tim Merino, Sam Earle, Ryunosuke Iwai +2Motion GenerationGenerative Models

  50. Normalizing Flows with Iterative Denoising

    Apr 21, 2026Tianrong Chen, Jiatao Gu, David Berthelot +2Normalizing FlowsDenoising Diffusion Probabilistic Model

  51. CrackForward: Context-Aware Severity Stage Crack Synthesis for Data Augmentation

    Apr 21, 2026Nassim Sadallah, Mohand Saïd AlliliSynthetic Data AugmentationGenerative Adversarial Network

  52. AnyRecon: Arbitrary-View 3D Reconstruction with Video Diffusion Model

    Apr 21, 2026Yutian Chen, Shi Guo, Renbiao Jin +73D ReconstructionGeometry-Aware Foundation Model

  53. CityRAG: Stepping Into a City via Spatially-Grounded Video Generation

    Apr 21, 2026Gene Chou, Charles Herrmann, Kyle Genova +6Controllable Video GenerationGenerative Models

  54. Planning in entropy-regularized Markov decision processes and games

    Apr 21, 2026Jean-Bastien Grill, Omar Darwiche Domingues, Pierre Ménard +2Markov Decision ProcessesEntropy Regularized Reinforcement Learning

  55. MMControl: Unified Multi-Modal Control for Joint Audio-Video Generation

    Apr 21, 2026Liyang Li, Wen Wang, Canyu Zhao +4Joint Audio-Video GenerationMultimodal Generation

  56. A Dual Perspective on Synthetic Trajectory Generators: Utility Framework and Privacy Vulnerabilities

    Apr 21, 2026Aya Cherigui, Florent Guépin, Arnaud Legendre +1MobilityAI Privacy Risks and Protection

  57. CreatiParser: Generative Image Parsing of Raster Graphic Designs into Editable Layers

    Apr 21, 2026Weidong Chen, Dexiang Hong, Zhendong Mao +4Rgb-PointmapGenerative Models

  58. Cross-Model Consistency of AI-Generated Exercise Prescriptions: A Repeated Generation Study Across Three Large Language Models

    Apr 21, 2026Kihyuk LeeData GenerationPhysical Activities

  59. GenerativeMPC: VLM-RAG-guided Whole-Body MPC with Virtual Impedance for Bimanual Mobile Manipulation

    Apr 21, 2026Marcelino Julio Fernando, Miguel Altamirano Cabrera, Jeffrin Sam +3Bimanual ManipulationImpedance Control

  60. Do LLMs Game Formalization? Evaluating Faithfulness in Logical Reasoning

    Apr 21, 2026Kyuhee Kim, Auguste Poiroux, Antoine BosselutFormalizationLarge Language Model Reasoning