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update: move NICE-GAN to applied vision
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kozistr committed Dec 1, 2020
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Expand Up @@ -129,7 +129,6 @@ Here for the theories & concepts of the GAN.
| **MAGAN** | *Margin Adaptation for Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1704.03817) | [[code]](./MAGAN) |
| **MRGAN** | *Mode Regularized Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1612.02136) | [[code]](./MRGAN) |
| **MSGGAN** | *Multi-Scale Gradients for Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1903.06048) | [[~~code~~]]() |
| **NICE-GAN** | *Reusing Discriminators for Encoding* | [[arXiv]](https://arxiv.org/abs/2003.00273) | [[~~code~~]]() | [[official]](https://github.com/alpc91/NICE-GAN-pytorch) |
| **PGGAN** | *Progressive Growing of GANs for Improved Quality, Stability, and Variation* | [[arXiv]](https://arxiv.org/abs/1710.10196) | [[~~code~~]]() | [[official]](https://github.com/tkarras/progressive_growing_of_gans) |
| **RaGAN** | *The relativistic discriminator: a key element missing from standard GAN* | [[arXiv]](https://arxiv.org/pdf/1807.00734v3.pdf) | [[~~code~~]]() |
| **SeAtGAN** | *Self-Attention Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1805.08318) | [[code]](./SAGAN) |
Expand All @@ -151,8 +150,8 @@ Here for the theories & concepts of the GAN.
Here for the GAN applications on Vision domain,
like image-to-image translation, image in-painting, single image super resolution , etc.

| *Name* | *Summary* | *Paper* | *Code* |
| :---: | :---: | :---: | :---: |
| *Name* | *Summary* | *Paper* | *Code* | *Official* |
| :---: | :---: | :---: | :---: | :---: |
| **3D GAN** | *3D Generative Adversarial Networks* | [[MIT]](http://3dgan.csail.mit.edu/) | [[~~code~~]]() |
| **CycleGAN** | *Unpaired img2img translation using Cycle-consistent Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1703.10593) | [[code]](./CycleGAN) |
| **DAGAN** | *Instance-level Image Translation by Deep Attention Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1802.06454) | [[~~code~~]]() |
Expand All @@ -164,6 +163,7 @@ like image-to-image translation, image in-painting, single image super resolutio
| **CA & GA** | *Generative Image Inpainting w/ Contextual Attention & Gated Convolution* | [[CVPR2018]](https://arxiv.org/abs/1801.07892), [[ICCV2019]](https://arxiv.org/abs/1806.03589) | [[~~code~~]]() |
| **HiFaceGAN** | *Face Renovation via Collaborative Suppression and Replenishment* | [[arXiv]](https://arxiv.org/abs/2005.05005v1) | [[~~code~~]]() |
| **MUNIT** | *Multimodal Unsupervised Image-to-Image Translation* | [[arXiv]](https://arxiv.org/abs/1804.04732) | [[~~code~~]]() |
| **NICE-GAN** | *Reusing Discriminators for Encoding* | [[arXiv]](https://arxiv.org/abs/2003.00273) | [[~~code~~]]() | [[official]](https://github.com/alpc91/NICE-GAN-pytorch) |
| **SpAtGAN** | *Generative Adversarial Network with Spatial Attention for Face Attribute Editing* | [[ECCV2018]](http://openaccess.thecvf.com/content_ECCV_2018/html/Gang_Zhang_Generative_Adversarial_Network_ECCV_2018_paper.html) | [[~~code~~]]() |
| **SalGAN** | *Visual Saliency Prediction Generative Adversarial Networks* | [[arXiv]](https://arxiv.org/abs/1701.01081) | [[~~code~~]]() |
| **SRGAN** | *Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network* | [[arXiv]](https://arxiv.org/abs/1609.04802) | [[code]](./SRGAN) |
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