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Recent Progress of GANs

Arxiv

Intervention Generative Adversarial Networks [Paper] [Code]

Top-k training of GANs [Paper]

A Mathematical Introduction to Generative Adversarial Networks [Paper]

[Paper] [Code]

[Paper] [Code]

[Paper] [Code]

[Paper] [Code]

GAN-ICLR-2020

Real or Not Real, that is the Question [Paper] [Code]

GAN-CVPR-2020

Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models [Paper] [Code]

Analyzing and Improving the Image Quality of StyleGAN [Paper] [Code]

A Characteristic Function Approach to Deep Implicit Generative Modeling [Paper] [Code]

Alleviation of Gradient Exploding in GANs: Fake Can Be Real [Paper]

Watch your Up-Convolution: CNN Based Generative Deep Neural Networks are Failing to Reproduce Spectral Distributions [Paper] [Code]

A U-Net Based Discriminator for Generative Adversarial Networks [Paper]

MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks [Paper] [Code]

Noise Robust Generative Adversarial Networks [Paper] [Code]

On Positive-Unlabeled Classification in GAN [Paper]

AdversarialNAS: Adversarial Neural Architecture Search for GANs [Paper] [Code]

Adversarial Latent Autoencoders [Paper] [Code]