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update: EqGAN-SA
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kozistr committed Jun 25, 2022
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└── requirements.txt
```

## Pre-Trained Models

Here's a **google drive link**.
You can download pre-trained models from [here](https://drive.google.com/open?id=1XUiCC_q7bkSA8uQBFgn6vexVJqaMw9tA)

## Papers & Codes

Here's the list-up for tons of GAN papers. all papers are sorted by alphabetic order.
Expand All @@ -104,7 +99,7 @@ Here's the beginning of the **GAN**.

Here for the theories & concepts of the GAN.

| *Name* | *Summary* | *Paper* | *Code* | *Official Code* |
| *Name* | *Summary* | *Paper* | *Code* | *Official Code* |
|:-----------------:|:-------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------:|:----------------------------------------------------------------------:|:--------------------------------------------------------------------:|
| **ACGAN** | *Auxiliary Classifier Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1610.09585) | [[code]](./awesome_gans/ACGAN) |
| **AdaGAN** | *Boosting Generative Models* | [[arXiv]](https://arxiv.org/abs/1701.02386) | [[~~code~~]]() |
Expand All @@ -118,6 +113,7 @@ Here for the theories & concepts of the GAN.
| **DCGAN** | *Deep Convolutional Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1511.06434) | [[code]](./awesome_gans/DCGAN) |
| **DRAGAN** | *On Convergence and Stability of Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1705.07215) | [[code]](./awesome_gans/DRAGAN) |
| **EBGAN** | *Energy-based Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1609.03126) | [[code]](./awesome_gans/EBGAN) |
| **EqGAN-SA** | *Improving GAN Equilibrium by Raising Spatial Awareness* | [[arXiv]](https://arxiv.org/pdf/2112.00718.pdf) | [[~~code~~]]() | [[official]](https://github.com/genforce/eqgan-sa) |
| **f-GAN** | *Training Generative Neural Samplers using Variational Divergence Minimization* | [[arXiv]](https://arxiv.org/abs/1606.00709) | [[code]](./awesome_gans/FGAN) |
| **GP-GAN** | *Towards Realistic High-Resolution Image Blending* | [[arXiv]](https://arxiv.org/abs/1703.07195) | [[~~code~~]]() |
| **Softmax GAN** | *Generative Adversarial Networks with Softmax* | [[arXiv]](https://arxiv.org/abs/1704.06191) | [[code]](./awesome_gans/GAN) |
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