Generative Architectures

Latest papers 46

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  1. Unsupervised Domain Adaptation for Enhanced Radiometer Image Precipitation Estimation using Conditional Flow Matching

    Oct 1, 2026Victor Enescu, Assaad Zeghina, Matthieu Meignin +2Domain AdaptationConditional Flow Matching

  2. Perceptual Refinement of an End-to-End Video Streaming Pipeline via Generative AI Layers

    Sep 16, 2026Emanuele Artioli, Farzad Tashtarian, Christian TimmererRate-Distortion TheoryVideo Restoration

  3. GenONet: A Generative operator Network for High-Resolution Precipitation Nowcasting

    Sep 1, 2026Mohammad Kian Golkar, Luciano Alves de Oliveira, Mohammad KhanjaniPrecipitation NowcastingRainfall

  4. TailBooster: A Dual-Layer Generative Framework for Extreme Value Augmentation with Operational Validity Enforcement

    Aug 12, 2026Karim Aly, Alexei Sharpanskykh, Jacco HoekstraData AugmentationAugmentation

  5. Robustness of AI-Art Detectors under Generator Shift

    Aug 12, 2026Shivank Singh Thakur, Meien Li, Mark StampAi-Generated Image DetectionGenerative Artificial Intelligence

  6. Knowledge-Guided 3D CT Generation: A Conditioning-Centric Taxonomy

    Aug 7, 2026Francesca Pia Panaccione, Eugenio Lomurno, Matteo MatteucciCone-Beam Computed TomographyGenerative Architectures

  7. How Molecular Generative Models Organize Molecular Identity

    Aug 7, 2026Raul Ortega-Ochoa, Tejs Vegge, Jens S. Bakander +3Molecular GenerationMoleculenet

  8. SGN: A Similarity-based Generative Network for Data Generation under Distribution Shift

    Jul 20, 2026Jiaqi Zhu, Xincheng Chen, Yuncheng Wu +2Data AugmentationGenerative Architectures

  9. Semi-Supervised Conditional Generative Learning through Stochastic Interpolation and Sufficient Representations

    Jul 18, 2026Changyu Liu, Yuling Jiao, Jian HuangSemi-Supervised LearningGenerative Architectures

  10. Human-Robot Interaction in GenAI Architectures via the Agent-Client Protocol

    Jul 16, 2026Jesus Moncada-Ramirez, Jose-Raul Ruiz-Sarmiento, Javier Gonzalez-JimenezHuman-Robot InteractionGenerative Artificial Intelligence

  11. ANGLE: Angular Neural Generative Learning via Engression

    Jul 14, 2026Rajdeep Pathak, Archi Roy, Tanujit ChakrabortyExponential FamilyWind

  12. Generative Communications: Overview, Technologies, and Trends

    Jul 10, 2026Wenjun Zhang, Zhiyong Chen, Tong Wu +4Generative Artificial IntelligenceSemantic Communications

  13. RaMark: Radioactive Watermarking for Generated Tabular Data

    Jul 10, 2026Xin Che, Lingyang Chu, Qiqi Zhang +3WatermarkingWatermarks

  14. Unlocking Temporal Generalization in Hamiltonian Video Dynamics Models

    Jul 8, 2026Eli Laird, Corey ClarkTemporal DynamicsHamiltonian

  15. WING: A Window-Prior-Based Generative Network with Gated Inception for Cross-Modality CT Synthesis

    Jul 7, 2026Siyuan Mei, Yan Xia, Yipeng Sun +7Cone-Beam Computed TomographyRadiotherapy

  16. REAN: Reconstruction-aware ECG Anonymization Based on Privacy--Utility Orthogonality

    Jul 7, 2026Taerin Ki, Sunghwan Park, Junyoung Park +1ElectrocardiographyPrivacy-Utility Trade-Offs

  17. LLM-Driven Neural Network Generation with Same-Family Architecture Guidance: Disentangling Transfer and Adaptation

    Jul 6, 2026Kabir Dev Paul Baghel, Radu Timofte, Dmitry IgnatovLarge Language Model AdaptationGenerative Architectures

  18. TabQueryBench: A Query-Centric Benchmark for Synthetic Tabular Data

    Jul 4, 2026Jialin Zhang, Fenghao Dong, Yajie Zhou +2Synthetic Tabular DataTabular Data

  19. CodeJeNN: A simple C++ neural network generator for physics applications

    Jul 2, 2026Jay Arcities, Pavel Popov, Eric J Ching +2CudaIntegrated C++ Development

  20. AugMask: Training Diffusion Models on Incomplete Tabular Data via Stochastic Augmentation and Masking

    Jun 2, 2026Jungkyu Kim, Taeyoung Park, Kibok LeeMissing DataScore-Based Diffusion Model

  21. Generative Models and Statistical Validation

    May 28, 2026Sascha Diefenbacher, Sofia Palacios Schweitzer, Gregor KasieczkaGenerative ModelsStatistical Inference

  22. Hierarchical Synthetic Tabular Data Generation: A Hybrid Top-Down and Bottom-Up Framework

    May 27, 2026Junfeng Nie, Alvin Jin, Xiaohui ChenSynthetic Tabular DataSynthesis

  23. Generating Logically Consistent Synthetic Supply Chain Data with LLM-Driven Knowledge Graph Reasoning

    May 26, 2026Yunbo Long, Ge Zheng, Liming Xu +1Synthetic Tabular DataSupply Chain Optimization

  24. Geometry-Aware Tabular Diffusion

    May 23, 2026David Turtora ZagardoGenerative ArchitecturesIterative Denoising Methods

  25. Action-Inspired Generative Models

    May 14, 2026Eshwar R. A., Debnath PalGenerative ModelsGenerative Architectures

  26. Active Tabular Augmentation via Policy-Guided Diffusion Inpainting

    May 11, 2026Zheyu Zhang, Shuo Yang, Bardh Prenkaj +1AugmentationGenerative Architectures

  27. Fault tolerance estimation in digital circuits with visualised generative networks

    May 9, 2026Sascha Biel, Carl Alexander Gaede, Amiel Glaser +2Fault ToleranceGenerative Adversarial Network

  28. Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation

    May 7, 2026Huizi Cui, Huan Ma, Qilin Wang +2Large Language Model UncertaintyUncertainty Quantification

  29. Breaking the Quality-Privacy Tradeoff in Tabular Data Generation via In-Context Learning

    May 6, 2026Xinyan Han, Yan Lu, Xiaoyu Lin +5Synthetic Tabular DataSynthetic Data

  30. Delta-Based Neural Architecture Search: LLM Fine-Tuning via Code Diffs

    May 6, 2026Santosh Premi Adhikari, Radu Timofte, Dmitry IgnatovLarge Language Model Fine-TuningNeural Architecture Search

  31. SAGE: Sparse Adaptive Guidance for Dependency-Aware Tabular Data Generation

    Apr 27, 2026Shuo Yang, Zheyu Zhang, Bardh Prenkaj +1Synthetic Tabular DataGenerative Architectures

  32. IncreFA: Breaking the Static Wall of Generative Model Attribution

    Apr 20, 2026Haotian Qin, Dongliang Chang, Yueying Gao +3Generative ArchitecturesAi-Generated Image Detection

  33. DVAR: Adversarial Multi-Agent Debate for Video Authenticity Detection

    Apr 18, 2026Hongyuan Qi, Feifei Shao, Ming Li +2Ai-Generated Video DetectionAuthenticity

  34. Limited Reference, Reliable Generation: A Two-Component Framework for Tabular Data Generation in Low-Data Regimes

    Sep 12, 2025Mingxuan Jiang, Keyang Chen, Yongxin Wang +10Synthetic Tabular DataGenerative Architectures

  35. No Data Wasted: A Semi-supervised Generative Model for Incomplete Multi-view Data Integration with Missing Labels

    Aug 15, 2025Yiyang Shen, Weiran WangMulti-ViewUnlabeled Data

  36. Fully AI-Generated Image Detection: Definition, Recent Advances and Challenges

    Feb 27, 2025Qijie Xu, Can Wang, Jiawei Chen +2Ai-Generated Image DetectionDeepfake Detection

  37. Bit-Flip Attacks on Vision-Language-Action Models: Action-Decoding Architecture Shapes the Vulnerability

    Date pendingYudong Gao, Linghan Chen, Wenhan Wu +5Real-World Cloud Fault Injection DatasetAnisotropic Loss Landscapes