Generative Adversarial Network

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9 papers in the last four weeks, down 25% on the four weeks before. 0.1% of all new papers.

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  1. EndoLive: Real-Time Style Transfer for Endoscopic Endonasal Skull Base Surgical Video

    Oct 1, 2026Griffin Hurt, Calvin BrinkmanColonoscopyPhotorealistic Style Transfer

    University of Pittsburgh School of Computing and Information

  2. Stochastic World Models for Verifying Vision-Based Neural Feedback Systems

    Sep 29, 2026I. Samuel Akinwande, Mykel J. Kochenderfer, Clark BarrettWorld ModelsGenerative Adversarial Network

    Department of Aeronautics and Astronautics, Stanford University · Department of Computer Science, Stanford University

  3. From Unity Simulation to Diffusion-Based Augmentation: Quantifying Dataset Balance for Robust Object Detection

    Sep 29, 2026Mohamed Benkedadra, Aissa Saoudi, Maxime Gloesener +2Object DetectionGenerative Adversarial Network

    ILIA, Université de Mons Mons, Belgium · Université Polytechnique Hauts-de-France Valenciennes, France · DeepILIA, ILIA, Université de Mons Mons, Belgium +1

  4. Quantum Fidelity Landscape-Guided Prior Calibration for Single-Circuit QGAN Image Generation

    Sep 29, 2026Xue Yang, Rigui Zhou, Dax Enshan Koh +5Generative Adversarial Network

    School of Information Engineering, Shanghai Maritime University, Shanghai 201306, China · Research Center of Intelligent Information Processing and Quantum Intelligent Computing, Shanghai 201306, China · Quantum Innovation Centre (Q.InC), Agency for Science, Technology and Research (A*STAR), 2 Fusionopolis Way, Innovis #08-03, Singapore 138634, Republic of Singapore +5

  5. Adversarial Debiasing of Machine Learning Models for Enhanced Network Security against DDoS Attacks

    Sep 28, 2026Aadith Sukumar, Isha Singh, Devershika Mohane +4Distributed Denial-Of-ServiceGenerative Adversarial Network

    Symbiosis Institute of Technology Pune, India · Symbiosis Center for Applied Artificial Intelligence, Pune, India · Peoples’ Friendship University of Russia Moscow, Russian Federation

  6. Memory in the Sky: Low-Altitude Question Answering with Multi-Agent Memory Aggregation

    Sep 28, 2026Chengyang Li, Yujie Wan, Shuai Wang +6Agentic MemoryPower Allocation

    The University of Hong Kong, Hong Kong SAR, China · Southern University of Science and Technology, Shenzhen, China · Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China +2

  7. StatD2GAN: When Calibration Masks Generator Quality in Held-Out Evaluation of Synthetic Weather Sequences

    Sep 27, 2026Mustafa Ozaytac, Ozge Karadag AtasConditional GansGenerative Adversarial Network

    Department of Statistics, Graduate School of Science and Engineering, Hacettepe University, Ankara, 06800, Turkey · Department of Statistics, Faculty of Science, Hacettepe University, Ankara, 06800, Turkey

  8. ASAP: Visual Analytics for Identifying and Analyzing Image Patterns in AI-generated Images

    Sep 23, 2026Jinbin Huang, Yuki Ueno, Chen Chen +4Ai-Generated Image DetectionDeepfake Detection

    Arizona State University, AZ, US · University of Maryland, MD, US · Fujitsu Research of America, PA, US +1

  9. De-GAN - Dynamic Parameter Tuned GAN for 3D Medical Image Segmentation: A Step Towards Generalisation

    Sep 15, 2026Zoha Usama, Azadeh AlaviBrain Tumor Segmentation3D Medical Image Segmentation

    School of Computing Technologies, Royal Melbourne Institute of Technology University (RMIT), Melbourne, Australia

  10. Portable Causal Fairness Across Synthetic Data Generator Families

    Sep 2, 2026Steven Golob, Sikha Pentyala, Martine De CockAlgorithmic FairnessSynthetic Data

    University of Washington Tacoma

  11. Swin Meets EfficientNet: Lightweight Architectures for GAN-Based Face Forensics

    Sep 1, 2026Sejuti Basu, Ashima Sood, Vijay Kumar +1Facial ImagesGenerative Adversarial Network

    International Institute of Information Technology, Bangalore, India · School of Computing, Engineering, and Intelligent Systems, Ulster University, Londonderry, United Kingdom · Department of Information Technology, Dr B R Ambedkar National Institute of Technology Jalandhar, Punjab, India

  12. Conditional Flow Matching for ML-Based Inverse Design Problems

    Sep 1, 2026Juliana Felder, Milad Habibi, Soheyl Massoudi +1Conditional Flow MatchingPhysics-Guided Diffusion

    ETH Zürich · University of Maryland, College Park

  13. Latent-Space No-Arbitrage Geometry of Generative Models for Implied Volatility Surfaces

    Aug 31, 2026Jing Wang, Shuaiqiang Liu, Cornelis VuikVolatilityConditional Variational Autoencoder

    Delft Institute of Applied Mathematics, Delft University of Technology

  14. Generative multi-domain transfer learning for fault detection in data-scarce wind turbines

    Aug 31, 2026Stefan Jonas, Angela MeyerOffshore Wind TurbineFault Diagnosis

    School of Engineering and Computer Science, Bern University of Applied Sciences, Biel, Switzerland · Faculty of Informatics, Università della Svizzera italiana, Lugano, Switzerland · Department of Geoscience and Remote Sensing, Delft University of Technology, Delft, The Netherlands

  15. Hierarchical Channel Stacking: A Structured Decision Framework for AI-Generated Image Detection

    Aug 27, 2026Saifullah Shoaib, Akash Borigi, Rupendra Lekkala +5Synthetic Image DetectionAi-Generated Image Detection

    Missouri University of Science & Technology, Rolla MO 65409, USA · University of Houston, Houston TX 77479, USA · Aug Cranium AI, Inc., Short Hills NJ 07078, USA

  16. Sign Language Video Synthesis via Loss-Guided Multi-Expert GANs

    Aug 13, 2026Dingzhan Nong, Zhihao Ren, Ziqi Li +1Sign Language TranslationGenerative Adversarial Network

    Glassbox AI

  17. Novel Knowledge-Guided Generative Methods for Synthetic Transcriptomic Data

    Aug 13, 2026Francesca Pia Panaccione, Sofia Mongardi, Marco Masseroli +1TranscriptomicsSynthetic Data

    DEIB - Dipartimento Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy

  18. CoQui: A Coordinate-Conditioned Quantum Implicit Generative Adversarial Network for End-to-End Image Generation

    Aug 12, 2026Xue Yang, Rigui Zhou, ShiZheng Jia +7Variational Quantum CircuitsMulti-Reference Image Generation

    School of Information Engineering, Shanghai Maritime University, Shanghai 201306, China · Research Center of Intelligent Information Processing and Quantum Intelligent Computing, Shanghai 201306, China · Quantum Innovation Centre (Q.InC), Agency for Science, Technology and Research (A*STAR), 2 Fusionopolis Way, Innovis, #08-03, Singapore 138634, Republic of Singapore +5

  19. Deciding When to Switch: E-Processes for Adaptive Minimax Training for Generative Adversarial Nets

    Aug 10, 2026Hyunjoo Kim, Sicheng Wu, Agastya Venkatraman +2Generative Adversarial NetworkStable Test-Time Adaptation

    Department of Statistics, Ewha Womans University · Department of Mathematics, Purdue University · Department of Computer Science, Purdue University

  20. Overcoming Data Scarcity and Confidentiality in Hardware Assurance via Synthetic Generation

    Aug 10, 2026Gijung Lee, Ronald Wilson, Damon L. Woodard +1Synthetic DataPrivacy-Preserving Framework

    Florida Institute of National Security, University of Florida, Gainesville, Florida, USA

  21. Targeted Label-Flipping and Oversampling Attacks on Federated Conditional GANs

    Aug 10, 2026Panav Shah, Avishek GhoshFederated LearningBlack-Box Adversarial Attacks

    Indian Institute of Technology, Bombay Mumbai, India

  22. Extended Field of View Analysis for VideoGAN-based Trajectory Generation

    Aug 3, 2026Annajoyce Mariani, Kira Maag, Hanno GottschalkCamera TrajectoriesTraffic

    Technical University of Berlin, Berlin, Germany · Heinrich Heine University Düsseldorf, Düsseldorf, Germany

  23. Noise-Free One-Step LoRA for Task-Driven Image Restoration with Diffusion Priors

    Jul 28, 2026Jaeha Kim, Kyoung Mu LeeImage RestorationDiffusion Priors

    Dept. of ECE & ASRI, Seoul National University, Seoul, Korea · IPAI, Seoul National University, Seoul, Korea

  24. A Comparison of Data Augmentation Methods for Training Deep Neural Networks on Synthetic Aperture Sonar

    Jul 26, 2026C. J. Moore, Gregory D. Vetaw, Jordan MalofAugmentationSynthetic Aperture Radar

    University of Missouri, Columbia, Missouri, USA · Naval Surface Warfare Center Panama City Division, Panama City, Florida, USA

  25. M3^3-Gen: Interpretable Multimodal Generation of Gene Expression Profiles Using Clinical and Imaging Data

    Jul 23, 2026Francesca Pia Panaccione, Carlo Sgaravatti, Marco VenereMultimodal Clinical DataTranscriptomics

    DEIB - Dipartimento Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, 20133, Italy

  26. DS@GT ARC at ImageCLEFmed GANs 2026: Geometric Filtering for Privacy-Preserving CT Slice Generation

    Jul 22, 2026Eric Regina, Richard Arnaud, Samir Hadi CisnerosMedical Image GenerationConditional Gans

    Georgia Institute of Technology, North Ave NW, Atlanta, GA 30332

  27. ROMS-IMLE: A Minimalist Approach to Competitive Single-Step Generative Modelling

    Jul 21, 2026Chirag Vashist, Ke LiGenerative ModelsDiffusion Models

    APEX Lab · Simon Fraser University · Simon Fraser University, Amii and CIFAR

  28. Breaking the Homogeneity Assumption: Specialized Multi-Generator Adversarial Learning for Rare Failure Detection in Predictive Maintenance

    Jul 21, 2026Alexis Lazanas, Georgios KampouropoulosPredictive MaintenanceClass Imbalance

    Department of Mechanical Engineering and Aeronautics, University of Patras, Patras, Greece

  29. Generating Bearing Vibration Signals at User-Specified Fault Probabilities Using PR-GAN and Counterfactual Methods

    Jul 21, 2026Seyed Mohammadreza Alavi, Ardeshir Shojaeinasab, Reza Jalayer +2VibrationFault Diagnosis

    Department of Electrical and Computer Engineering, University of Tehran, Tehran, Iran · Department of Electrical and Computer Engineering, University of Victoria, Victoria BC, Canada · FAST-Lab, Faculty of Engineering and Natural Sciences, Tampere University, Korkeakoulunkatu 7, 33720 Tampere, Finland +1

  30. GLID: Gated Local Intrinsic Dimension Repairs the Blind Spots of Face-Forgery Detectors

    Jul 21, 2026Guang Yang, Fengchen LiuFace Forgery DetectionUnsupervised Detection

    University of California, Los Angeles · University of California, Berkeley

  31. Boundary-Seeking GAN-Augmented TabTransformer for Adversarially Robust Intrusion Detection

    Jul 17, 2026Raihan Sultan Pasha Basuki, Aliyah KurniasihIntrusion DetectionGenerative Adversarial Network

    Department of Computer Science, Universitas Ary Ginanjar, Menara 165, Cilandak No.kav 1 Lt 2 & 18, Jakarta Selatan, 12560, DKI Jakarta, Indonesia

  32. Towards quantum machine learning for assessing the resilience of post-quantum cryptography

    Jul 15, 2026Jarosław A. MiszczakPost-Quantum CryptographyQuantum Machine Learning

    Institute of Theoretical and Applied Informatics, Polish Academy of Sciences, Baltycka 5, 44-100 Gliwice, Poland

  33. Generating Physically Plausible Parachute Dynamics with Deep Generative Modeling

    Jul 13, 2026Yulong Yang, Clara O'Farrell, Christine Allen-BlanchetteAerodynamicsPhase Space

    Mechanical and Aerospace Engineering, Engineering Quadrangle, Princeton, NJ 08544 · Group Supervisor, Dynamics, Modeling, Flight Mechanics & UQ, 4800 Oak Grove Dr, M/S 198-326, Pasadena, CA 91011, AIAA Member · Center for Statistics and Machine Learning, Engineering Quadrangle, Princeton, NJ 08544

  34. IG-GAN: A Generative Adversarial Network for Aerodynamic Data Generation Based on Intrinsic Geometry

    Jul 13, 2026Ying Yan, Liwei Hu, Xiaoming ZhangGenerative Adversarial NetworkAerodynamics

    School of Information Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, 050091, China

  35. Effective Synthetic Image Detection via Noise Residual Clustering

    Jul 12, 2026Caihui Yan, Gang Cao, Huawei Tian +2Synthetic Image DetectionUnsupervised Detection

    School of Computer and Cyber Sciences, Communication University of China, Beijing 100024, China · People's Public Security University of China, Beijing 100038, China

  36. Do Transformations Reveal the Truth? Generative Residual Learning for Generalized AI-Generated Image Detection

    Jul 9, 2026Kutub Uddin, Nusrat Tasnim, Awais Khan +2Ai-Generated Image DetectionDeepfake Detection

    University of Michigan Flint, Michigan, USA · Korea Aerospace University Goyang, South Korea

  37. Assessing the Operational Impact of Poisoning Attacks over Augmented 3D Point Cloud Public Datasets for Connected and Autonomous Vehicles

    Jul 7, 2026Marwan Lazrag, Badis Hammi, Lorena Gonzalez-Manzano +1Point CloudsData Augmentation

    SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris Palaiseau, France · Universidad Carlos III de Madrid Leganes, Spain

  38. Generalized Synthetic Image Detection with Enhanced RGB-Noise Representation Learning

    Jul 7, 2026Zhen Li, Gang Cao, Tian Zhang +2Synthetic Image DetectionAi-Generated Image Detection

    School of Computer and Cyber Sciences, Communication University of China, Beijing, 100024, China · School of Information Engineering, Changsha Medical University, Changsha, 410219, China · Department of Information Engineering, Beijing Institute of Graphic Communication, Beijing, 100026, China +1

  39. Creating Power Distribution Network Layouts Using Generative Adversarial Networks and Image-Based Representations

    Jul 7, 2026Juan Manuel Garcia-Perez, Carlos MateoGenerative Adversarial NetworkLayouts

    School of Engineering (ICAI), Comillas Pontifical University, Spain · Institute for Research in Technology (IIT), School of Engineering (ICAI), Comillas Pontifical University, Spain

  40. Property-Constrained 3D Porous Media Reconstruction from 2D Images via Conditional Generative Adversarial Networks

    Jul 2, 2026Ali Sadeghkhani, Brandon Bennett, Arash RabbaniPorous MediaGenerative Adversarial Network

    School of Computer Science, University of Leeds, Leeds, UK

  41. Population-Based Multi-Objective Training of Discriminators for Semi-Supervised GANs

    Jul 2, 2026Francisco Sedeño, Francisco Chicano, Jamal ToutouhGenerative Adversarial NetworkConditional Gans

    ITIS Software, University of Malaga Malaga, Spain · CSAIL MIT, Cambridge, MA, USA

  42. Rethinking Conditional Generation for Underwater Salient Object Detection

    Jul 2, 2026Hua Li, Yongjie Weng, Yutong Li +3UnderwaterGenerative Adversarial Network

    School of Computer Science and Technology, Hainan University, Haikou 570228, China · School of Control Science and Engineering and the Key Laboratory of Machine Intelligence and System Control, Ministry of Education, Shandong University, Jinan, Shandong 250061, China · School of Data Science, Lingnan University, Hong Kong, China

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

    Jun 25, 2026Archer Moore, Mingming Gong, Liam HodgkinsonNeural Radiance FieldsGenerative Adversarial Network

    School of Mathematics and Statistics, The University of Melbourne, Parkville, VIC 3010, Australia

  44. Effective Covariance Dynamics in Solvable High-Dimensional GANs

    Jun 25, 2026Andrew Bond, Zafer DoğanCovarianceGenerative Adversarial Network

    MLIP Group, KUIS AI Center, Koç University, İstanbul, Turkey. · Dept. of EE Engineering, Koç University, İstanbul, Turkey.

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

    Jun 25, 2026Han Zhou, Haojie Chang, David Widen +1Generative Inverse DesignInverse Design

    #Faculty of Information Technology and Communication Sciences, Tampere University, Finland · &Department of Microtechnology and Nanoscience, Chalmers University of Technology, Sweden

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

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

    LTCI, Département Informatique et Réseaux, Télécom Paris, Institut Polytechnique de Paris, France

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

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

    Department of Information and Computer Science, King Fahd University of Petroleum and Minerals, Dhahran,31261, Saudi Arabia · Computer Science Department, College of Computer Science and Information Technology, Imam Abdulrahman bin Faisal University, Dammam, 31441, Saudi Arabia · SDAIA-KFUPM Joint Research Center for Artificial Intelligence, King Fahd University of Petroleum and Minerals, Dhahran, 31261, Saudi Arabia

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

    Jun 19, 2026Ali SaeidanLeaf Disease ClassificationHyperspectral Image

    Lancaster Medical School, Faculty of Health and Medicine, Lancaster University, Lancaster LA1 4YG, United Kingdom

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

    Jun 18, 2026Mayank Raj, Nathaniel D. Bastian, Lance Fiondella +1Intrusion DetectionCapture Protocol

    University of Massachusetts Dartmouth Dartmouth, MA USA · United States Military Academy West Point, NY USA

  50. 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 +2Indoor Scene GenerationSpatial Grounding

    Tsinghua University · SenseTime Research · Sun Yat-Sen University +1

  51. 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

    Tampere University, Tampere, Finland · Chalmers University of Technology, Gothenburg, Sweden

  52. Generative modelling powered by room-temperature polariton condensates

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

    School of Mathematical and Physical Sciences, University of Sheffield, Sheffield S10 2TN, United Kingdom · Department of Physics, City College of New York, New York, NY 10031, USA · 3Physics Doctoral Program, Graduate Center of the City University of New York, New York, NY 10016, USA +1

  53. 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 NetworkSynthetic Data

    Information Systems Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia · Computer Science Department, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia

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

    Jun 11, 2026Douglas Dziedzorm Agbeve, Aditya V. Handrale, Salim Fares +1Semantic SegmentationDigital Elevation Models

    University of Passau

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

    Jun 11, 2026Yupeng Cai, Jia Wei, Jianlong ZhouBrain Tumor SegmentationConditional Gans

    South China University of Technology, Guangzhou 510640, China · UTS Data Science Institute, University of Technology Sydney, Ultimo, NSW 2007, Australia

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

    Jun 10, 2026Dongyang Liu, Ruoyi Du, David Liu +7Multi-Reference Image GenerationFew-Step Generation

    Z-Image Team, Alibaba Group

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

    Jun 10, 2026Semih Vazgecen, Cristian Sestito, Spyros Stathopoulos +1Face Recognition ModelNeuromorphic Computing

    Centre for Electronics Frontiers, Institute for Integrated Micro and Nano Systems, School of Engineering, The University of Edinburgh, UK.

  58. 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

    Dept. of ECE North South University Dhaka, Bangladesh

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

    Jun 8, 2026Zhiqiang Wu, Yitong Dong, Xian WeiReal-World Image Super-ResolutionUpsampling

    1East China Normal University · 2Zhejiang University

  60. 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

    Faculty of Computer Science, MSA University, Egypt