推荐安利5月最新30篇GAN论文【附资料】

这5年里深度学习领域最亮的崽（仔）就是GAN。GAN具备非常广泛的应用场景，目前抖音里面生成人物卡通头像，人脸互换以及自动驾驶中通过传感器采集的数据生成逼真的图像数据，用于仿真测试等。

学习和掌握GAN，论文是必不可少的部分。前沿论文能够帮助大家快速了解领域内新的技术、算法、方向。

下面是给大家分享5月最新30篇GAN论文。

01.A deep learning approach to halo merger tree construction[2022-05-31]

02.Adversarial synthesis based data-augmentation for code-switched spoken language identification[2022-05-30]

03.Mixture GAN For Modulation Classification Resiliency Against Adversarial Attacks[2022-05-29]

04.CALEB  A Conditional Adversarial Learning Framework to Enhance Bot Detection[2022-05-31]

05.Augmentation-Aware Self-Supervision for Data-Efficient GAN Training[2022-05-31]

06.Novel View Synthesis for High-fidelity Headshot Scenes[2022-05-31]

07.MontageGAN  Generation and Assembly of Multiple Components by GANs[2022-05-31]

08.GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework[2022-05-31]

09.Running the Dual-PQC GAN on noisy simulators and real quantum hardware[2022-05-30]

10.A Generative Adversarial Network-based Selective Ensemble Characteristic-to-Expression Synthesis (SE-CTES) Approach and Its Applications in Healthcare[2022-05-29]

11.Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior[2022-05-28]

12.Deep Generators on Commodity Markets; application to Deep Hedging[2022-05-27]

13.Face Morphing  Fooling a Face Recognition System Is Simple [2022-05-27]

14.Principled Knowledge Extrapolation with GANs[2022-05-21]

15.Analytical Interpretation of Latent Codes in InfoGAN with SAR Images[2022-05-26]

16.DH-GAN  A Physics-driven Untrained Generative Adversarial Network for 3D Microscopic Imaging using Digital Holography[2022-05-25]

17.Learning Distributions by Generative Adversarial Networks  Approximation and Generalization[2022-05-25]

18.Misleading Deep-Fake Detection with GAN Fingerprints[2022-05-25]

19.Region-aware Knowledge Distillation for Efficient Image-to-Image Translation[2022-05-24]

20.Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation[2022-05-24]

21.Highly Accurate FMRI ADHD Classification using time distributed multi modal 3D CNNs[2022-05-24]

22.Diffuse Map Guiding Unsupervised Generative Adversarial Network for SVBRDF Estimation[2022-05-24]

23.RCC-GAN  Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis[2022-05-23]

24.GR-GAN  Gradual Refinement Text-to-image Generation[2022-05-23]

25.Falsification of Multiple Requirements for Cyber-Physical Systems Using Online Generative Adversarial Networks and Multi-Armed Bandits[2022-05-23]

26.HessianFR  An Efficient Hessian-based Follow-the-Ridge Algorithm for Minimax Optimization[2022-05-23]

27.Transformer based Generative Adversarial Network for Liver Segmentation[2022-05-28]

28.Cycle-GAN for eye-tracking[2022-05-21]

29.Revisiting GANs by Best-Response Constraint  Perspective Methodology and Application[2022-05-20]

30.Evolving SimGANs to Improve Abnormal Electrocardiogram Classification[2022-05-12]