生成对抗网络GAN论文总结+复现代码(已完成28篇，未完待续。。。)

GAN论文学习心得 写在前面 (GAN)Generative Adversarial Networks (CGAN)Conditional Generative Adversarial Nets (DCGAN)UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS (GAN训练提升)Improved Techniques for Training GANs (Pix2Pix)Image-to-Image Translation with Conditional Adversarial Networks (CycleGAN)Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (Pix2PixHD)High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs (U-GAT-IT)U-GAT-IT UNSUPERVISED GENERATIVE ATTENTIONAL NETWORKS WITH ADAPTIVE LAYER- INSTANCE NORMALIZATION FOR IMAGE-TO-IMAGE TRANSLATION (CAM)Learning Deep Features for Discriminative Localization (Hourglass)Stacked Hourglass Networks for Human Pose Estimation (photo2cartoon)Few-shot Knowledge Transfer for Fine-grained Cartoon Face Generation (ViT)AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE (PVT)Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions (AdaIN)Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization (TransGAN)TransGAN Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up (Perceptual Loss)Perceptual Losses for Real-Time Style Transfer and Super-Resolution (Pix2PixHD改进)采用pix2pixHD的高分辨率皮肤镜图像合成方法 (FusionGAN)Generating a Fusion Image One’s Identity and Another’s Shape (StyleGAN)A Style-Based Generator Architecture for Generative Adversarial Networks (数据增强)Differentiable Augmentation for Data-Efficient GAN Training (SPADE)Semantic Image Synthesis with Spatially-Adaptive Normalization (MSG-GAN用于图像翻译)Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net (CC-FPSE)Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis (超声合成)Sketch guided and progressive growing GAN for realistic and editable ultrasound image synthesis (OASIS)YOU ONLY NEED ADVERSARIAL SUPERVISION FORSEMANTIC IMAGE SYNTHESIS (StyleGAN2)Analyzing and Improving the Image Quality of StyleGAN (Pixel2Style2Pixel)Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation (SEAN)SEAN: Image Synthesis with Semantic Region-Adaptive Normalization 写在后面 GAN论文学习心得 写在前面 (GAN)Generative Adversarial Networ