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Generative Adversarial Networks and Image Synthesis

45 works

  1. Deep learning model for deep fake face recognition and detection

    Suganthi ST, Mohamed Uvaze Ahamed Ayoobkhan, V. Krishna Kumar +4

    ArticleDigital Media Forensic DetectionPeerJ Computer Science20223 citations
    ABI

  2. PixMed-Enhancer: An Efficient Approach for Medical Image Augmentation

    M. J. Aashik Rasool, Akmalbek Abdusalomov, Alpamis Kutlimuratov +4

    ArticleAdvanced Neural Network ApplicationsBioengineering20252 citations
    ABI

  3. Analysis of the Lattice Boltzmann Method by the Truncated Moment System

    Pietro Asinari

    ArticleLattice Boltzmann Simulation Studies20080 citations
    ABI

  4. BioMetricNet: Deep Unconstrained Face Verification Through Learning of Metrics Regularized onto Gaussian Distributions

    Arslan Ali, Matteo Testa, Tiziano Bianchi +1

    PreprintFace recognition and analysisLecture notes in computer science20200 citations
    ABI

  5. Bridging the gap between Natural and Medical Images through Deep Colorization

    Lia Morra, Luca Piano, Fabrizio Lamberti +1

    PreprintImage Enhancement Techniques20210 citations
    ABI

  6. EMERGING THREAT OF DEEP FAKE: HOW TO IDENTIFY AND PREVENT IT

    Murooj Aamer Taha, Wijdan Mahood Khudhair, Ahmed Mahmood Khudhur +4

    ArticleDigital Media Forensic Detection20220 citations
    ABI

  7. Epidemic inference through generative neural networks

    Indaco Biazzo, Alfredo Braunstein, Luca Dall’Asta +1

    PreprintAnomaly Detection Techniques and ApplicationsResearch Square20220 citations
    ABI

  8. The Significance of Artificial Intelligence in Contemporary Cinema

    Aneesh Pradeep, Atabek Satmuratov, Iqbol Yeshbayev +3

    ArticleCinema and Media Studies20230 citations
    ABI

  9. Enhancing Breast Cancer Diagnosis Through Segmentation-Driven Generative Adversarial Networks for Synthetic Mammogram Generation

    Rajan Prasad Tripathi, Sunil Kumar Khatri, Darelle van Greunen +1

    ArticleAI in cancer detection20230 citations
    ABI

  10. Re-Aging GAN++: Temporally Consistent Transformation of Faces in Videos

    Farkhod Makhmudkhujaev, Sungeun Hong, In Kyu Park

    ArticleGenerative Adversarial Networks and Image SynthesisIEEE Access20230 citations
    ABI

  11. Your ViT is Secretly an Image Segmentation Model

    Tommie Kerssies, Niccolò Cavagnero, Alexander Hermans +5

    ArticleAdvanced Neural Network Applications20250 citations
    ABI

  12. Restoring Historical Paintings Using Diffusion Models and GANs

    Halima Botirova, Zilola Sattorova, Saodat Nazarova +3

    ArticleAesthetic Perception and Analysis20250 citations
    ABI

  13. Design and Validation of a Verification Platform for Enhancing Robustness of Image Object Recognition Systems

    Hao Zhang, Xiao Tao, Fei Deng +2

    ArticleAdversarial Robustness in Machine Learning20250 citations
    ABI

  14. Quantum Style Transfer for Creative Image Synthesis

    V. Diana Earshia, S. Jyothirmaye, Barno Matchanova +3

    ArticleQuantum Computing Algorithms and Architecture20250 citations
    ABI

  15. Differential Privacy-Preserving GANs for De-Identification of Medical Images in Federated Health Networks

    Tholfiqar Z. Ismail, Abdulkareem A. Jasim Abushraida, Rajvir Saini +1

    ArticleCOVID-19 diagnosis using AI20250 citations
    ABI

  16. Deep Dream-Guided Neural Style Transfer for Real-Time Artistic Effects in Augmented Reality Systems

    Hussein A. A. Al-Khamees, Haider Abd Alrazaq, Dildora Sattorova +3

    ArticleGenerative Adversarial Networks and Image Synthesis20250 citations
    ABI

  17. NeuroConstellation: Real-time Visualisation and Analysis of Million-Neuron Datasets Using Game Engine Technology

    Mirani, Safeer Ali, Memon, Pirah, ENRICO, Paolo +2

    ArticleStochastic Gradient Optimization TechniquesZenodo (CERN European Organization for Nuclear Research)20250 citations
    ABI

  18. Algorithm For Generating Synthetic Mammogram Images Based On The Cyclegan Model

    O. R. Yusupov, Kh. S. Abdiyeva, B. S. Esankulova +2

    ArticleAI in cancer detection20250 citations
    ABI

  19. Synthetic Face Generation for Real-Time Online Identity Protection

    A. Buckshumiyan, Muhamed Fallahhusein, Jitesh Mahant +4

    ArticleFace recognition and analysis20250 citations
    ABI

  20. Inside the Black Box

    Vаlisher Sаpаyev, Noor Hayat, Zokir Mamadiyarov +1

    ChapterEmbodied and Extended Cognition20250 citations
    ABI

  21. Fractional Heat Kernel for Semi-Supervised Graph Learning with Small Training Sample Size

    Farid Bozorgnia, Vyacheslav Kungurtsev, Shirali Kadyrov +1

    PreprintNeural Networks and ApplicationsSSRN Electronic Journal20250 citations
    ABI

  22. Fractional Heat Kernel for Semi-Supervised Graph Learning with Small Training Sample Size

    Farid Bozorgnia, Vyacheslav Kungurtsev, Shirali Kadyrov +1

    PreprintNeural Networks and ApplicationsSSRN Electronic Journal20250 citations
    ABI

  23. Adaptive feature refinement for texture-preserving single image super-resolution

    Mukhiddin Toshpulatov, Furkat Safarov, Ugiloy Khojamuratova +3

    ArticleAdvanced Image Processing TechniquesCluster Computing20260 citations
    ABI

  24. GAN-Based Cross-Modality Brain MRI Synthesis: Paired Versus Unpaired Training and Comparison with Diffusion and Transformer Models

    Behnam Kiani Kalejahi, Sebelan Danishvar, Mohammad Javad Rajabi

    ArticleGenerative Adversarial Networks and Image SynthesisBiomimetics20260 citations
    ABI

  25. EVALUATING ARTISTIC MERIT OF AI-GENERATED PHOTOGRAPHS

    Anil Kumar, Zarafruz Kobilovna Burkhonova, Shweta Goyal +3

    ArticleAesthetic Perception and AnalysisShodhKosh Journal of Visual and Performing Arts20260 citations
    ABI