Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
GAN-Inversion
[TPAMI 2022] GAN Inversion: A Survey
https://github.com/weihaox/GAN-Inversion
Last synced: 5 days ago
JSON representation
-
GAN Inversion Methods
-
2D GAN Inversion
- Bingchuan Li
- Rushil Anirudh
- [PDF - ustc.github.io/inversion/)] [[Code](https://github.com/wty-ustc/e2style)]
- [PDF - Out-of-Domain)]
- David Futschik - lukac/), [Eli Shechtman](https://research.adobe.com/person/eli-shechtman/), [Daniel Sýkora](https://dcgi.fel.cvut.cz/home/sykorad/).*<br>
- Gaurav Parmar - lu/), [Richard Zhang](http://richzhang.github.io/), [Jun-Yan Zhu](https://www.cs.cmu.edu/~junyanz/), [Krishna Kumar Singh](http://krsingh.cs.ucdavis.edu/).*<br>
- [PDF - research/sam_inversion)]
- [PDF - transformer)]
- Tengfei Wang
- [PDF - wang.github.io/HFGI/)] [[Code](https://github.com/Tengfei-Wang/HFGI)]
- Tan M. Dinh - Son Hua](https://sonhua.github.io/).*<br>
- [PDF - mi-ta.github.io/HyperInverter/)]
- [PDF - alaluf.github.io/hyperstyle/)] [[Code](https://github.com/yuval-alaluf/hyperstyle)]
- Yangyang Xu
- [PDF - Xu/InvertingGANs_with_ConsecutiveImgs)]
- [PDF - in-style.github.io/)]
- Kyoungkook Kang
- Yuval Alaluf - Or](https://www.cs.tau.ac.il/~dcor/).*<br>
- [PDF - alaluf.github.io/restyle-encoder/)] [[Code](https://github.com/yuval-alaluf/restyle-encoder)]
- Enis Simsar
- [PDF - team/latentclr)]
- Yichun Shi
- [PDF - ensembling)] [[Project](https://chail.github.io/gan-ensembling/)]
- [PDF - research/navigan)]
- Lucy Chai
- [PDF - composition)] [[Project](https://chail.github.io/latent-composition/)] [[Colab](https://colab.research.google.com/drive/1p-L2dPMaqMyr56TYoYmBJhoyIyBJ7lzH?usp=sharing)]
- Jiaolong Yang
- Minyoung Huh - Yan Zhu](https://people.csail.mit.edu/junyanz/), [Sylvain Paris](http://people.csail.mit.edu/sparis/), [Aaron Hertzmann](https://www.dgp.toronto.edu/~hertzman/).*<br>
- A. Tewari - P. Seidel, P. Pérez, M. Zollhöfer, C.Theobalt.*<br>
- [PDF - inf.mpg.de/projects/PIE/)]
- [PDF - Transform-and-Project)] [[Project](https://minyoungg.github.io/GAN-Transform-and-Project/)]
- [PDF - distillation)]
- [PDF - generative-prior)]
- Jinjin Gu
- Yipeng Qin
- [PDF - v2)]
- [PDF - generative-networks)]
- Jonas Wulff
- Yotam Nitzan - Or.*<br>
- [PDF - disentanglement)]
- Minyoung Huh - Yan Zhu](https://people.csail.mit.edu/junyanz/), [Sylvain Paris](http://people.csail.mit.edu/sparis/), [Aaron Hertzmann](https://www.dgp.toronto.edu/~hertzman/).*<br>
-
3D GAN Inversion
- [PDF - ouyang.github.io/HFGI3D/index.html)] [[Code](https://github.com/jiaxinxie97/HFGI3D/)]
- [PDF - goae.github.io/)] [[Code](https://github.com/jiangyzy/GOAE)]
- [Project
- [Code
- Jaehoon Ko - jEIAAAAJ&hl=en&oi=ao), [Daewon Choi](https://github.com/ChoiDae1), [Kwangrok Ryoo](https://cvlab.korea.ac.kr/members), [Seungryong Kim](https://cvlab.korea.ac.kr/members).*<br>
- [PDF - inversion.github.io/)] [[Code](https://github.com/KU-CVLAB/3DGAN-Inversion)]
- Connor Z. Lin
- Learn3DG
- [PDF - n-out-3d.github.io/)]
-
-
Applications
-
Image and Video Generation and Manipulation
- [PDF - One-shot-GAN-Adaptation)]
- [PDF - time.github.io/)] [[Code](https://github.com/rotemtzaban/STIT)]
- [PDF - Visual-Prompt)]
- Yuchen Liu - Yuan Kung.*<br>
- [PDF - FM-GAN-Webpage/)]
- Xiaoming Zhao - schwing.de/), [Alex Colburn](https://www.colburn.org/).*<br>
- [PDF - zhao.github.io/projects/gmpi/)] [[Code](https://github.com/apple/ml-gmpi)]
- [PDF - edit-gan.github.io/)]
- [PDF - lab.github.io/eccv2022sound/)] [[Code]()]
- [PDF - alaluf.github.io/stylegan3-editing/)] [[Code](https://github.com/yuval-alaluf/stylegan3-editing)]
- [PDF - gan)]
- Rinon Gal - chechik), [Daniel Cohen-Or](https://www.cs.tau.ac.il/~dcor/).*<br>
- [PDF - nada.github.io/)] [[Code](https://github.com/rinongal/StyleGAN-nada)]
- [PDF - ustc/HairCLIP)]
- [PDF - 33wfwmyq-dhhqeb3s-mtstuqw7/view/default/11118541390008)]
- [PDF - hair-FFHQ/blob/main)] [[Non-hair-FFHQ Data](https://github.com/oneThousand1000/non-hair-FFHQ)]
- Anna Frühstück - shechtman/), [Niloy J. Mitra](https://research.adobe.com/person/niloy-mitra/), [Peter Wonka](http://peterwonka.net/), [Jingwan Lu](https://research.adobe.com/person/jingwan-lu/).*<br>
- [PDF - human/StyleGAN-Human/blob/main/insetgan.py)]
- Jing Shi
- Gereon Fox - inf.mpg.de/~atewari/), Mohamed Elgharib, [Christian Theobalt](http://gvv.mpi-inf.mpg.de/).*<br>
- Alireza Zaeemzadeh
- Yucheol Jung - us/research/people/xtong/), [Seungyong Lee](http://phome.postech.ac.kr/~leesy/).*<br>
- Daniel Cohen-Or
- [PDF - alaluf/SAM)]
- Mahmoud Afifi
- [PDF - Shot-Face-Swapping-on-Megapixels)]
- Hyunsu Kim
- [PDF - ai/StyleMapGAN)]
- [PDF - Modal-CelebA-HQ)] [[Code](https://github.com/weihaox/TediGAN)]
- [PDF - mdal/deep-landscape)] [[Project](https://saic-mdal.github.io/deep-landscape/)]
- Trevine Oorloff
- [PDF - in-Style.io/)] [[Code](https://github.com/trevineoorloff/Encode-in-Style)] [[Data](https://trevineoorloff.github.io/Encode-in-Style.io/)]
- Viraj Shah
- [PDF - yuki-t/Fewshot-SMIS)]
- [PDF - by-word)]
- Yiqian Wu
- Peihao Zhu
- Yiran Xu - Bin Huang](https://jbhuang0604.github.io/).*<br>
- [PDF - by-word)]
- [PDF - driven_GAN-Inversion/)]
- [PDF - Shot-Face-Swapping-on-Megapixels)]
-
Image Restoration
- Kangfu Mei
- [PDF - GAN/)]
- Xuan Luo - yoo-768a3715b), [Ricardo Martin-Brualla](http://www.ricardomartinbrualla.com/), [Jason Lawrence](http://jasonlawrence.info/), [Steven M. Seitz](https://homes.cs.washington.edu/~seitz/).*<br>
- [PDF - travel-rephotography.github.io/)] [[Code](https://github.com/Time-Travel-Rephotography/Time-Travel-Rephotography.github.io)]
- Kelvin C.K. Chan
- Xintao Wang - li.github.io/), [Honglun Zhang](https://scholar.google.com/citations?hl=en&user=KjQLROoAAAAJ), [Ying Shan](https://scholar.google.com/citations?user=4oXBp9UAAAAJ&hl=en).*<br>
- Aviv Gabbay
- [PDF - image-prior/)] [[Code](https://github.com/avivga/style-image-prior)]
- Aviv Gabbay
-
Image Understanding
- Rameen Abdal
- Yuxuan Zhang - Francois Lafleche](), [Adela Barriuso](), [Antonio Torralba](https://groups.csail.mit.edu/vision/torralbalab/), [Sanja Fidler](http://www.cs.utoronto.ca/~fidler/).*<br>
- [PDF - tlabs/datasetGAN_release)] [[Project](https://nv-tlabs.github.io/datasetGAN/)]
- Supasorn Suwajanakorn
- [PDF - gan)]
- [PDF - in-style.github.io/)] [[Code](https://github.com/warmspringwinds/segmentation_in_style)]
- [PDF - in-style.github.io/)] [[Code](https://github.com/warmspringwinds/segmentation_in_style)]
-
Face Recognition
- [PDF - for-facerec)]
-
3D Reconstruction
- Anand Bhattad
- [PDF - research/nerf-from-image)]
- [PDF - ntu.com/project/meshinversion/)] [[Code](https://github.com/junzhezhang/mesh-inversion)]
- Jiteng Mu
- Qingguo Xu
- Junzhe Zhang
- Xingang Pan
-
Other Applications
-
-
Inverted Pretrained Models
-
2D GANs
- Minguk Kang - Yan Zhu](https://www.cs.cmu.edu/~junyanz/), [Richard Zhang](https://richzhang.github.io/), [Jaesik Park](https://jaesik.info/), [Eli Shechtman](https://research.adobe.com/person/eli-shechtman/), [Sylvain Paris](https://research.adobe.com/person/sylvain-paris/), [Taesung Park](https://taesung.me/).*<br>
- [Project - t)]
- [PDF - xl/)] [[Code](https://github.com/autonomousvision/stylegan_xl)]
- Ron Mokady - Or, Tali Dekel, Michal Irani, Inbar Mosseri.*<br>
- [PDF - distilled-stylegan.github.io/)] [[Code](https://github.com/self-distilled-stylegan/self-distilled-internet-photos)]
- Nupur Kumari - shechtman/), [Jun-Yan Zhu](https://www.cs.cmu.edu/~junyanz/)<br>
- [PDF - aided-gan/)] [[Code](https://github.com/nupurkmr9/vision-aided-gan)]
- [PDF - free-gan)] [[Code](https://github.com/NVlabs/stylegan3)] [[Rosinality](https://github.com/rosinality/alias-free-gan-pytorch)]
- [PDF - ada)] [[Steam StyleGAN2-ADA](https://github.com/woctezuma/steam-stylegan2-ada)]
- Tero Karras - laine), [Miika Aittala](https://research.nvidia.com/person/miika-aittala), Janne Hellsten, Jaakko Lehtinen, [Timo Aila](https://research.nvidia.com/person/timo-aila).*<br>
- [PDF - pytorch)] [[Offical TF](https://github.com/NVlabs/stylegan2)] [[Unoffical Tensorflow 2.0](https://github.com/manicman1999/StyleGAN2-Tensorflow-2.0)]
- Axel Sauer
-
3D-aware GANs
- Roy Or-El - Shlizerman.*<br>
- survey - aware-Gen), and [project](https://weihaox.github.io/3D-aware-Gen/) for more details.
- Jiatao Gu - inf.mpg.de/~theobalt/).*<br>
- [PDF - a-chan.github.io/EG3D)] [[Code](https://github.com/NVlabs/eg3d)]
- [PDF - GAN-website/)] [[Code](https://github.com/lucidrains/pi-GAN-pytorch)]
- Eric R. Chan - a-chan.github.io/), [Koki Nagano](https://luminohope.org/), [Boxiao Pan](https://cs.stanford.edu/~bxpan/), [Shalini De Mello](https://research.nvidia.com/person/shalini-gupta), [Orazio Gallo](https://oraziogallo.github.io/), [Leonidas Guibas](https://geometry.stanford.edu/member/guibas/), [Jonathan Tremblay](https://research.nvidia.com/person/jonathan-tremblay), [Sameh Khamis](https://www.samehkhamis.com/), [Tero Karras](https://research.nvidia.com/person/tero-karras), [Gordon Wetzstein](https://stanford.edu/~gordonwz/).*<br>
-
-
GAN Latent Space Editing
-
2D GAN Inversion
- Enis Simsar - team.github.io/), [Ezgi Gülperi Er](https://catlab-team.github.io/), [Pinar Yanardag](https://pinguar.org/).*<br>
- [PDF - team.github.io/fantasticstyles/)] [[Demo](https://catlab-team.github.io/styleatlas/classes/FFHQ/)]
- [PDF - oldfield/PandA)]
- [PDF - eccv22/)]
- [PDF - project)] [[Code](https://github.com/wyhsirius/LIA)]
- Yotam Nitzan - Or](https://danielcohenor.com/).*<br>
- James Oldfield
- [PDF - latent-space/)] [[Code](https://github.com/james-oldfield/TCA-latent-space)]
- [PDF - transformer)]
- [PDF - image-editing)]
- [PDF - Tensorflow)]
- [PDF - GAN)]
- [PDF - research/MoCoGAN-HD)]
- [OpenReview
- [PDF - design.github.io/gan_steerability/)]
- Yujun Shen
- Oren Katzir - Or.*<br>
-
-
Diffusion Inversion
-
2D GAN Inversion
- [PDF - text-inversion.github.io/)] [[Code](https://github.com/google/prompt-to-prompt/#null-text-inversion-for-editing-real-images)]
- [PDF - inversion.github.io/)] [[Code](https://github.com/rinongal/textual_inversion)]
- [PDF - to-prompt.github.io/)] [[Code](https://github.com/google/prompt-to-prompt/)]
- [PDF - lab/DirectInversion)]
- Inbar Huberman-Spiegelglas
-
-
Diffusion Latent Space Editing
-
Acknowledgement
-
Other Applications
-
Categories