推薦安利5月最新30篇GAN論文【附資料】
這5年里深度學(xué)習(xí)領(lǐng)域最亮的崽（仔）就是GAN。GAN具備非常廣泛的應(yīng)用場(chǎng)景，目前抖音里面生成人物卡通頭像，人臉互換以及自動(dòng)駕駛中通過(guò)傳感器采集的數(shù)據(jù)生成逼真的圖像數(shù)據(jù)，用于仿真測(cè)試等。
學(xué)習(xí)和掌握GAN，論文是必不可少的部分。前沿論文能夠幫助大家快速了解領(lǐng)域內(nèi)新的技術(shù)、算法、方向。
下面是給大家分享5月最新30篇GAN論文。
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]
那么為什么GAN會(huì)如此受歡迎呢？
讓我們6月19日晚20：00跟隨資深的GAN領(lǐng)域算法工程師，和你聊一聊GAN的那些事！
