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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
🦓<->🦒 🌃<->🌆 A collection of image to image papers with code (constantly updating)
| Date | Stars |
|---|---|
| 2026-07-24 | 1129 |
| 2026-07-25 | 1129 |
| 2026-07-28 | 1129 |
| 2026-07-30 | 1129 |
| 2026-08-06 | 1129 |
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# Image-to-Image papers
A collection of image-to-image papers.
Papers are ordered in arXiv first version submitting time (if applicable).
Feel free to send a PR or issue.
__TOC__
- [Supervised](#supervised)
- [Unsupervised](#unsupervised)
- [Unsupervised - General](#unsupervised---general)
- [Unsupervised - Attention/Instance guided](#unsupervised---attentioninstance-guided)
- [Unsupervised - Many-to-many (Attributes)](#unsupervised---many-to-many-attributes)
- [Unsupervised - Disentangled (and/or Exemplar guided)](#unsupervised---disentangled-andor-exemplar-guided)
- [To be classified](#to-be-classified)
## Supervised
| Note | Model | Paper | Conference | paper link | code link |
| --------------- | ----------------------------------------- | ------------------------------------------------------------ | ---------- | ---------------------------------------------- | ------------------------------------------------------------ |
| | pix2pix | Image-to-Image Translation with Conditional Adversarial Networks | CVPR 2017 | [1611.07004](https://arxiv.org/abs/1611.07004) | [junyanz/pytorch-CycleGAN-and-pix2pix](https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix) |
| texture guided | TextureGAN | TextureGAN: Controlling Deep Image Synthesis with Texture Patches | CVPR 2018 | [1706.02823](https://arxiv.org/abs/1706.02823) | [janesjanes/Pytorch-TextureGAN](https://github.com/janesjanes/Pytorch-TextureGAN) |
| | Contextual GAN | Image Generation from Sketch Constraint Using Contextual GAN | ECCV 2018 | [1711.08972](https://arxiv.org/abs/1711.08972) | |
| | pix2pix-HD | High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs | CVPR 2018 | [1711.11585](https://arxiv.org/abs/1711.11585) | [NVIDIA/pix2pixHD](https://github.com/NVIDIA/pix2pixHD) |
| one-to-many | BicycleGAN | Toward Multimodal Image-to-Image Translation | NIPS 2017 | [1711.11586](https://arxiv.org/abs/1711.11586) | [junyanz/BicycleGAN](https://github.com/junyanz/BicycleGAN) |
| keypoint guided | G2-GAN | Geometry Guided Adversarial Facial Expression Synthesis | MM 2018 | [1712.03474](https://arxiv.org/abs/1712.03474) | |
| | contour2im | Smart, Sparse Contours to Represent and Edit Images | CVPR 2018 | [1712.08232](https://arxiv.org/abs/1712.08232) | [website](https://contour2im.github.io/) |
| disentangle | Cross-domain disentanglement networks | Image-to-image translation for cross-domain disentanglement | NIPS 2018 | [1805.09730](https://arxiv.org/abs/1805.09730) | |
| gesture | GestureGAN | GestureGAN for Hand Gesture-to-Gesture Translation in the Wild | MM 2018 | [1808.04859](https://arxiv.org/abs/1808.04859) | [Ha0Tang/GestureGAN](https://github.com/Ha0Tang/GestureGAN) |
| video | vid2vid | Video-to-Video Synthesis | NIPS 2018 | [1808.06601](https://arxiv.org/abs/1808.06601) | [NVIDIA/vid2vid](https://github.com/NVIDIA/vid2vid) |
| video | pix2pix-HD + Temporal Smoothing + faceGAN | Everybody Dance Now | ECCVW 2018 | [1808.07371](https://arxiv.org/abs/1808.07371) | [website](https://carolineec.github.io/everybody_dance_now/) |
| (un)supervised | MSGAN Excerpt of 24,874 characters
Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:5f7c8b236ec3f5b6, topic:gan, readme:image generation
matched fp:5f7c8b236ec3f5b6, topic:computer-vision
matched fp:5f7c8b236ec3f5b6, topic:papers
