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今天主要是给大家呈上今年1月份在arxiv上的部分GAN论文（50多篇），涵盖各个方向的进展。若有兴趣，也可先读读下述几首诗词。
注：小编bryant8对 kobe bryant 的突然离世，心痛不已。心中之万千难过、言语实在难表。可见链接：别了！ 科比布莱恩特！ ****为此，私心在本文、穿插图致敬。
《临江仙·滚滚长江东逝水》
杨慎
滚滚长江东逝水，浪花淘尽英雄。
是非成败转头空。
青山依旧在，几度夕阳红。
白发渔樵江渚上，惯看秋月春风。
一壶浊酒喜相逢。古今多少事，都付笑谈中。
《大风歌》
刘邦
大风起兮云飞扬，
威加海内兮归故乡。
安得猛士兮守四方！
《题韩蕲王庙》
尤侗
忠武勋名百战回，西湖跨蹇且衔杯。
英雄短气莫须有，明哲保身归去来。
夜月灵旗摇铁瓮，秋风石马上琴台。
千年遗庙还香火，杜宇冬青正可哀。
《朝中措·襄阳古道灞陵桥》
完颜璹
襄阳古道灞陵桥，诗兴与秋高。
千古风流人物，一时多少雄豪。
霜清玉塞，云飞陇首，风落江皋。
梦到凤凰台上，山围故国周遭。
001 (2020-01-29) Simulation of electron-proton scattering events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN)
arxiv.xilesou.top/pdf/2001.11…
002 (2020-01-27) Medical image reconstruction with image-adaptive priors learned by use of generative adversarial networks
arxiv.xilesou.top/pdf/2001.10…
003 (2020-01-27) Generating Natural Adversarial Hyperspectral examples with a modified Wasserstein GAN
arxiv.xilesou.top/pdf/2001.09…
004 (2020-01-27) DP-CGAN Differentially Private Synthetic Data and Label Generation
arxiv.xilesou.top/pdf/2001.09…
005 (2020-01-27) Audio Codec Enhancement with Generative Adversarial Networks
arxiv.xilesou.top/pdf/2001.09…
006 (2020-01-27) FakeLocator Robust Localization of GAN-Based Face Manipulations via Semantic Segmentation Networks with Bells and Whistles
arxiv.xilesou.top/pdf/2001.09…
007 (2020-01-26) Using Simulated Data to Generate Images of Climate Change
arxiv.xilesou.top/pdf/2001.09…
008 (2020-01-26) Imperfect ImaGANation Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses
arxiv.xilesou.top/pdf/2001.09…
009 (2020-01-26) Markov-Chain Monte Carlo Approximation of the Ideal Observer using Generative Adversarial Networks
arxiv.xilesou.top/pdf/2001.09…
010 (2020-01-26) Progressively-Growing AmbientGANs For Learning Stochastic Object Models From Imaging Measurements
arxiv.xilesou.top/pdf/2001.09…
011 (2020-01-25) COR-GAN Correlation-Capturing Convolutional Neural Networks for Generating Synthetic Healthcare Records
arxiv.xilesou.top/pdf/2001.09…
012 (2020-01-24) On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation
arxiv.xilesou.top/pdf/2001.09…
013 (2020-01-22) Using a Generative Adversarial Network for CT Normalization and its Impact on Radiomic Features
arxiv.xilesou.top/pdf/2001.08…
014 (2020-01-22) Towards A Controllable Disentanglement Network
arxiv.xilesou.top/pdf/2001.08…
015 (2020-01-24) Information Compensation for Deep Conditional Generative Networks
arxiv.xilesou.top/pdf/2001.08…
016 (2020-01-21) Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures
arxiv.xilesou.top/pdf/2001.08…
017 (2020-01-22) Optimizing Generative Adversarial Networks for Image Super Resolution via Latent Space Regularization
arxiv.xilesou.top/pdf/2001.08…
018 (2020-01-21) Unsupervised Representation Disentanglement using Cross Domain Features and Adversarial Learning in Variational Autoencoder based Voice Conversion
arxiv.xilesou.top/pdf/2001.07…
019 (2020-01-21) Adaptive Loss Function for Super Resolution Neural Networks Using Convex Optimization Techniques
arxiv.xilesou.top/pdf/2001.07…
020 (2020-01-20) S$^{2}$OMGAN Shortcut from Remote Sensing Images to Online Maps
arxiv.xilesou.top/pdf/2001.07…
021 (2020-01-30) P$^2$-GAN Efficient Style Transfer Using Single Style Image
arxiv.xilesou.top/pdf/2001.07…
022 (2020-01-19) FD-GAN Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing
arxiv.xilesou.top/pdf/2001.06…
023 (2020-01-19) A Review on Generative Adversarial Networks Algorithms Theory and Applications
arxiv.xilesou.top/pdf/2001.06…
024 (2020-01-17) A GAN-based Tunable Image Compression System
arxiv.xilesou.top/pdf/2001.06…
025 (2020-01-16) Interpreting Galaxy Deblender GAN from the Discriminator's Perspective
arxiv.xilesou.top/pdf/2001.06…
026 (2020-01-16) Learning to Augment Expressions for Few-shot Fine-grained Facial Expression Recognition
arxiv.xilesou.top/pdf/2001.06…
027 (2019-12-30) Supervised and Unsupervised Learning of Parameterized Color Enhancement
arxiv.xilesou.top/pdf/2001.05…
028 (2020-01-15) Improving GANs for Speech Enhancement
arxiv.xilesou.top/pdf/2001.05…
029 (2020-01-15) CDGAN Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation
arxiv.xilesou.top/pdf/2001.05…
030 (2020-01-10) Segmentation and Generation of Magnetic Resonance Images by Deep Neural Networks
arxiv.xilesou.top/pdf/2001.05…
031 (2020-01-15) Structured GANs
arxiv.xilesou.top/pdf/2001.05…
032 (2020-01-14) Generative Adversarial Network Rooms in Generative Graph Grammar Dungeons for The Legend of Zelda
arxiv.xilesou.top/pdf/2001.05…
033 (2020-01-18) Smooth markets A basic mechanism for organizing gradient-based learners
arxiv.xilesou.top/pdf/2001.04…
034 (2020-01-13) High-Fidelity Synthesis with Disentangled Representation
arxiv.xilesou.top/pdf/2001.04…
035 (2020-01-9) Improving Dysarthric Speech Intelligibility Using Cycle-consistent Adversarial Training
arxiv.xilesou.top/pdf/2001.04…
036 (2020-01-13) Separating Content from Style Using Adversarial Learning for Recognizing Text in the Wild
arxiv.xilesou.top/pdf/2001.04…
037 (2020-01-12) Bridging the gap between AI and Healthcare sides towards developing clinically relevant AI-powered diagnosis systems
arxiv.xilesou.top/pdf/2001.03…
038 (2020-01-12) Solar Image Deconvolution by Generative Adversarial Network
arxiv.xilesou.top/pdf/2001.03…
039 (2020-01-11) Symmetric Skip Connection Wasserstein GAN for High-Resolution Facial Image Inpainting
arxiv.xilesou.top/pdf/2001.03…
040 (2020-01-27) AE-OT-GAN Training GANs from data specific latent distribution
arxiv.xilesou.top/pdf/2001.03…
041 (2020-01-10) Unsupervised K-modal Styled Content Generation
arxiv.xilesou.top/pdf/2001.03…
042 (2020-01-10) Can Giraffes Become Birds An Evaluation of Image-to-image Translation for Data Generation
arxiv.xilesou.top/pdf/2001.03…
043 (2020-01-10) microbatchGAN Stimulating Diversity with Multi-Adversarial Discrimination
arxiv.xilesou.top/pdf/2001.03…
044 (2020-01-9) The Counterfactual $χ$-GAN
arxiv.xilesou.top/pdf/2001.03…
045 (2020-01-8) Learning Generative Models using Denoising Density Estimators
arxiv.xilesou.top/pdf/2001.02…
046 (2020-01-8) A context based deep learning approach for unbalanced medical image segmentation
arxiv.xilesou.top/pdf/2001.02…
047 (2020-01-7) Generative Adversarial Zero-Shot Relational Learning for Knowledge Graphs
arxiv.xilesou.top/pdf/2001.02…
048 (2020-01-5) FDFtNet Facing Off Fake Images using Fake Detection Fine-tuning Network
arxiv.xilesou.top/pdf/2001.01…
049 (2020-01-2) FFusionCGAN An end-to-end fusion method for few-focus images using conditional GAN in cytopathological digital slides
arxiv.xilesou.top/pdf/2001.00…
050 (2019-12-25) PI-GAN Learning Pose Independent representations for multiple profile face synthesis
arxiv.xilesou.top/pdf/2001.00…
051 (2020-01-1) DAWSON A Domain Adaptive Few Shot Generation Framework
arxiv.xilesou.top/pdf/2001.00…
052 (2020-01-3) Protecting GANs against privacy attacks by preventing overfitting
arxiv.xilesou.top/pdf/2001.00…
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