Domain-Translation-Papers
Domain-Translation-Papers copied to clipboard
yhlleo
Collecting papers about domain translations.
Image-Domain-Translation-Papers
Collections of typical papers about image domain translation.
1.Paired Two Domains
| Name | Paper | Code | Publisher | Year |
|---|---|---|---|---|
| Pix2Pix | Image-to-Image Translation with Conditional Adversarial Networks | torch,pytorch | CVPR | 2017 |
| Pix2PixHD | High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs | pytorch | CVPR | 2018 |
2.Unpaired Two Domains
| Name | Paper | Code | Publisher | Year |
|---|---|---|---|---|
| CycleGAN | Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks | torch,pytorch | CVPR | 2018 |
| UAG | Unsupervised Attention-guided Image-to-Image Translation | tensorflow,pytorch | NIPS | 2018 |
3.Unpaired Multi-domain:
| Name | Paper | Code | Publisher | Year |
|---|---|---|---|---|
| StarGAN | StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation | pytorch | CVPR | 2018 |
| GANimation | GANimation: Anatomically-aware Facial Animation from a Single Image | pytorch | ECCV | 2018 |
| FUNIT | Few-Shot Unsupervised Image-to-Image Translation | pytorch | ICCV | 2019 |
| UGAN | UGAN: Untraceable GAN for Multi-Domain Face Translation | - | arXiv | 2019 |
4.Multiple modals
4.1.Paired Multi-modal:
| Name | Paper | Code | Publisher | Year |
|---|---|---|---|---|
| BiCycleGAN | Toward Multimodal Image-to-Image Translation | pytorch | NIPS | 2017 |
4.2.Unpaired Multi-modal:
5.StyleGAN-based
| Name | Paper | Code | Publisher | Year |
|---|---|---|---|---|
| Image2StyleGAN | Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? | - | ICCV | 2019 |
| StyleGAN2 | StyleGAN2 Distillation for Feed-forward Image Manipulation | code | arXiv | 2020 |
| InterFaceGAN | InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs | pytorch | TPAMI & CVPR | 2020 |
| StyleRig (3D) | StyleRig: Rigging StyleGAN for 3D Control over Portrait Images | - | CVPR | 2020 |
| PSP | Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation | pytorch | arXiv | 2020 |
| ALAE | Adversarial Latent Autoencoders | pytorch | CVPR | 2020 |
| StyleClip | StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery | pytorch | arXiv | 2021 |
| StyleFlow | StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional | pytorch | SIGGRAPH | 2021 |
| PULSE | PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models | pytorch | CVPR | 2020 |
| GLEAN | GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution | pytorch | CVPR | 2021 |
6.Others
| Name | Paper | Code | Publisher | Year |
|---|---|---|---|---|
| STROTSS | Style Transfer by Relaxed Optimal Transport and Self-Similarity | pytorch | CVPR | 2019 |
| SPADE | Semantic Image Synthesis with Spatially-Adaptive Normalization | pytorch | CVPR | 2019 |
yhlleo