Generative Adversarial Network

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Period ending 2026-09-21

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189 papers

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  1. Multi-Resolution Flow Matching: Training-Free Diffusion Acceleration via Staged Sampling

    Jul 2, 2026Xingyu Zheng, Xianglong Liu, Yifu Ding +4Hierarchical Flow MatchingText-To-Image

  2. Generative AI and Federated Learning for Intrusion Detection Systems: A Survey

    Jul 1, 2026Jiefei Liu, Abu Saleh Md Tayeen, Pratyay Kumar +5Intrusion DetectionFederated Learning

  3. μμFlow: Leveraging Average Images for Improving Generalisation of Deepfake Faces Detectors

    Jun 29, 2026Orazio Pontorno, Mattia Litrico, Luca Guarnera +2Explainable Deepfake DetectionDeepfake Detection

  4. Sculpting NeRF Geometry: Human-Preference Fine-Tuning of a 3D-Aware Face GAN

    Jun 25, 2026Archer Moore, Mingming Gong, Liam Hodgkinson3D GenerationNeural Radiance Fields

  5. Effective Covariance Dynamics in Solvable High-Dimensional GANs

    Jun 25, 2026Andrew Bond, Zafer DoğanCovariance EstimationGenerative Adversarial Network

  6. Vulnerability of Natural Language Classifiers to Evolutionary Generated Adversarial Text

    Jun 25, 2026Manjinder Singh, Alexander E. I. Brownlee, Mohamed ElawadyAdversarial ExamplesGenerative Adversarial Network

  7. Inverse Design of Compact and Wideband Inverted Doherty Power Amplifiers Using Deep Learning

    Jun 25, 2026Han Zhou, Haojie Chang, David Widen +1Generative Inverse DesignUltra-Wideband

  8. AEGIS: A Semantic GAN and Evidential Learning Frameworkfor Robust Adversarial Detection in Vision Sensors

    Jun 25, 2026Maher Boughdiri, Mounira Msahli, Albert BifetAdversarial TransferabilityVision Sensors

  9. Variational Autoencoder Layer

    Jun 24, 2026Gananath RVariational AutoencoderGenerative Adversarial Network

  10. Neural Architecture Search for Generative Adversarial Networks: A Comprehensive Review and Critical Analysis

    Jun 24, 2026Abrar Alotaibi, Moataz AhmedNeural Architecture SearchGenerative Adversarial Network

  11. Noise-Aware Boundary-Enhanced Generative Learning for Ultrasound Speckle Reduction

    Jun 23, 2026Yuexi Gu, Mengqi Wu, Yongheng Sun +3SpeckleUltrasound

  12. Few-Shot Hyperspectral Aphid Detection via FastGAN Synthetic Data Generation, Transformer-Based Classification and Explainable AI

    Jun 19, 2026Ali SaeidanHyperspectral Image ClassificationTomato Diseases

  13. Synthetic Network Packet Generation through Statistical Learning and Genetic Algorithms

    Jun 18, 2026Mayank Raj, Nathaniel D. Bastian, Lance Fiondella +1Intrusion DetectionGenerative Adversarial Network

  14. On the Redundancy of Timestep Embeddings in Diffusion Models

    Jun 18, 2026José A. ChávezU-NetImage Denoising

  15. One Image is All You Need: Agentic One-Shot Image Generation via Text-Based World Models for Long-Tail Spatial Perception

    Jun 18, 2026Keqin Zeng, Shuting Su, Shihao Lin +2Spatial GroundingImage Generation

  16. Deep Learning-Driven Inverse Design of Doherty Power Amplifiers Using Pixelated Combiners and Dual-State Impedance Synthesis

    Jun 16, 2026Han Zhou, Haojie Chang, David Widen +1Generative Inverse DesignGenerative Adversarial Network

  17. Generative modelling powered by room-temperature polariton condensates

    Jun 13, 2026Yuan Wang, Marcin Muszynski, Avinash Dash +3Generative Adversarial NetworkGenerative Models

  18. A Qualitative Review of GenAI-Based Methods for Data Generation and Augmentation in Industrial Computer Vision Applications

    Jun 12, 2026Paul Koch, Paul Hofmann, Ferdinand Waßelewsky +3Synthetic Data AugmentationAugmentation

  19. Pix2Pix-Hybrid: Structure-Guided Conditional Synthesis of Hajj Crowd Images with Multi-Channel Conditioning and Weak Attribute Supervision

    Jun 12, 2026Amirah F. Alshammari, Bander A. Alzahrani, Nahed A. AlowidiGenerative Adversarial NetworkWeak Supervision

  20. To GAN or Not To GAN: Segmentation Analysis on Mars DEM

    Jun 11, 2026Douglas Dziedzorm Agbeve, Aditya V. Handrale, Salim Fares +1Lunar SurfaceDense Semantic Segmentation

  21. Unified MRI Brain Image Translation via Hierarchical Tumor Structure Comparison

    Jun 11, 2026Yupeng Cai, Jia Wei, Jianlong ZhouBrain Tumor SegmentationDual-Domain Equivariant Generative Adversarial Network

  22. Rigel: Reverse-Engineering the Metal 4.1 Tensor Compute Path on the Apple M4 Max GPU

    Jun 11, 2026Ramchand KumaresanGenerative Adversarial Network

  23. Physics-Aware Auxiliary Losses Improve Out-of-Distribution Generalization of a GNN Synthesizability Filter

    Jun 10, 2026Riya Bisht, Dhruv AgarwalOut-Of-DistributionGraph Neural Networks

  24. High-Fidelity Two-Step Image Generation via Teacher-Aligned End-to-End Distillation

    Jun 10, 2026Dongyang Liu, Ruoyi Du, David Liu +7Image GenerationGenerative Adversarial Network

  25. Non-frontal face recognition using GANs and memristor-based classifiers

    Jun 10, 2026Semih Vazgecen, Cristian Sestito, Spyros Stathopoulos +1Facial RecognitionNeuromorphic Hardware

  26. An Improved Generative Adversarial Network for Micro-Resistivity Imaging Logging Restoration

    Jun 8, 2026Ahmed Faizul Haque, S. M. Riaz Rahman Antu, Saif Ahmed +5Image RestorationRestoration

  27. TUDSR: Twice Upsampling-Diffusion for Higher Super-Resolution

    Jun 8, 2026Zhiqiang Wu, Yitong Dong, Xian WeiGenerative Super-ResolutionUpsampling

  28. BLM-SGAN: Bidirectional Language Modeling for Semantic-Spatial Text-to-Image Generation

    Jun 7, 2026Ahmed Abdelmoneim Mazrou, Haidy Maher El-Amir, Ali HamdiText-To-ImageGenerative Adversarial Network

  29. Implicit Data Synthesis for Contrastive Unsupervised Data Augmentation

    Jun 5, 2026Patrick Kage, Trevor Hedges, N. Siddharth +1Synthetic Data AugmentationSynthetic Samples

  30. ForensicConcept: Transferable Forensic Concepts for AIGI Detection

    Jun 5, 2026Menyanshu Zhou, Ziyin Zhou, Ke Sun +4Ai-Generated Image DetectionDigital Forensics

  31. Diff-CA: Separating Common and Salient Factors with Diffusion Models

    Jun 4, 2026Michaël Soumm, Alexandre Fournier Montgieux, Yunlong He +2Contrastive LearningGenerative Adversarial Network

  32. Inverse Design of Realizable Metasurface based Absorbers using Improved Conditioning and Diversity Enhanced Progressively Growing GANs

    Jun 4, 2026Vineetha Joy, Mohammad Abdullah, Pramit Pal +3MetamaterialsWave

  33. MaCo-GAN: Manifold-Contrastive Adversarial Learning for Single Image Super-Resolution

    Jun 3, 2026Daeyoung Han, Seongmin Hwang, Moongu JeonDual-Domain Equivariant Generative Adversarial NetworkGenerative Adversarial Network

  34. Trans GAN-WT: A Feature Extraction and Interactive Learning-Based Anomaly Detection Model for Wind Turbine Time Series Data

    Jun 2, 2026Jingzhe KangOffshore Wind TurbineAnomaly Detection

  35. Bridging the Sim-to-Real Gap in Semiconductor Visual Program Synthesis via Input Binarization

    Jun 1, 2026Yusuke Ohtsubo, Kota Dohi, Koichiro Yawata +2Synthetic-To-Real Domain GapSemiconductor Manufacturing

  36. A combination of noise and bilateral filters achieve supralinear and scalable adversarial robustness in CNNs

    Jun 1, 2026Nicolas Stalder, Benjamin F. Grewe, Matteo Saponati +1Adversarial TransferabilityConvolutional Neural Networks

  37. PALTO: Physics-Informed Active Learning for Tri-Gate FinFET Design Optimization for Vertical Power Delivery

    May 31, 2026Ayoub Sadeghi, Leonid Popryho, Inna Partin-VaisbandField-Programmable Gate ArraysActive Learning

  38. Simulation of collision avoidance behavior in crowd movement by data-driven approach

    May 29, 2026Xuanwen Liang, Eric Wai Ming LeePedestrian Trajectory PredictionMicroscopic Traffic Simulations

  39. SteerFace: Debiasing Synthetic Face Generation via Adaptive Residue Perturbation

    May 29, 2026Yuxi Mi, Qiuyang Yuan, Jianqing Xu +5Facial RecognitionGenerative Adversarial Network

  40. Generative Models and Statistical Validation

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

  41. On the Geometry of Games and their Solvers

    May 28, 2026Yaqi Sun, Julian Ma, David MguniGame TheoryEquilibrium

  42. TriHead-GAN: A Generative Adversarial Network with Triple-Head Discriminator for Carbon Emission Time Series Generation

    May 26, 2026Zesen Wang, Lijuan Lan, Yonggang Li +1Synthetic Time SeriesCarbon Emissions

  43. Cross-scale Aligned Supervision for Training GANs

    May 26, 2026Sangeek Hyun, MinKyu Lee, Jae-Pil HeoGenerative Adversarial NetworkMultimodal Diffusion Transformers

  44. Adversarial Error Correction for Visual Autoregressive Generation

    May 24, 2026Ligong Bi, Tao Huang, Jianyuan Guo +1Autoregressive Image GenerationVisual Autoregressive Models

  45. COSY: Compositional 3DGS Synthesis for Disentangled Human Head Editing

    May 22, 2026Florian Barthel, Shalini De Mello, Koki Nagano +33D EditingAnimatable 3D Human Avatars

  46. A Novel Approach for the Counting of Wood Logs Using cGANs and Image Processing Techniques

    May 22, 2026João VC Mazzochin, Giovani Bernardes Vitor, Gustavo Tiecker +4Forest InventoryTrees

  47. PGC: Peak-Guided Calibration for Generalizable AI-Generated Image Detection

    May 20, 2026Xiaoyu Zhou, Jianwei Fei, Peipeng Yu +3Ai-Generated Image DetectionGenerative Adversarial Network

  48. Q-SYNTH: Hybrid Quantum-Classical Adversarial Augmentation for Imbalanced Fraud Detection

    May 20, 2026Adam Innan, Mansour El Alami, Nouhaila Innan +2Hybrid Quantum Neural NetworksFraud Detection

  49. Cardiac fat segmentation using computed tomography and an image-to-image conditional generative adversarial neural network

    May 19, 2026Guilherme Santos da Silva, Dalcimar Casanova, Jefferson Tales Oliva +1Whole-Heart SegmentationGenerative Adversarial Network

  50. SDM: A Powerful Tool for Evaluating Model Robustness

    May 19, 2026Xinlei Liu, Tao Hu, Jichao Xie +3Adversarial ExamplesStochastic Gradient Descent

  51. Exposing Functional Fusion: A New Class of Strategic Backdoor in Dynamic Prompt Architectures

    May 19, 2026Zeyao Liu, Zhendong Zhao, Xiaojun Chen +3Backdoor AttacksGenerative Adversarial Network

  52. Understanding Dynamics of Adam in Zero-Sum Games: An ODE Approach

    May 19, 2026Yi Feng, Weiming Ou, Xiao WangAdamM+Adam

  53. Structuring Open-Ended NAS: Semi-Automated Design Knowledge Structuring with LLMs for Efficient Neural Architecture Search

    May 19, 2026Yuiko Sakuma, Masakazu Yoshimura, Marcel Gröpl +4Neural Architecture SearchNeural Architectures

  54. SAGA: A Sequence-Adaptive Generative Architecture for Multi-Horizon Probabilistic Forecasting with Adaptive Temporal Conformal Prediction

    May 18, 2026Gustav Olaf Yunus Laitinen-Fredriksson Lundström-Imanov, Hafize Gonca CömertConformal PredictionConditional Distribution

  55. Generative Adversarial Learning from Deterministic Processes

    May 18, 2026Joris C. Kühl, Hanno GottschalkGenerative Adversarial NetworkDistributional Learning

  56. Bridging the Gap: Converting Read Text to Conversational Dialogue

    May 18, 2026Parshav Singla, Agnik Banerjee, Aaditya Arora +5Speech TranslationProsodic Features

  57. MoCo-EA: Exploiting Adversarial Mode Connectivity for Efficient Evolutionary Attacks

    May 18, 2026Hyo Seo Kim, Gang Luo, Can Chen +3AdversariesGenerative Adversarial Network

  58. ML-based Fast Simulation of FARICH Responses

    May 17, 2026Foma Shipilov, Alexander Barnyakov, Artem Ivanov +1High Energy PhysicsBeamline

  59. Deepfake Detection in Social Media: A Temporal Artifact Analysis Using 3D Convolutional Neural Networks

    May 17, 2026Mohammadreza Rashidi, Raja Hashim Ali, Sami Ur RahmanExplainable Deepfake DetectionDeepfake Detection

  60. A Conditional U-Net Pipeline with Pre- and Post-Processing for Aerial RGB-to-Thermal Image Translation

    May 17, 2026Tseten Sherpa, Sikandar Ali, Shubham Parab +5Image-To-Image TranslationThermal Imaging