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GAN-Inversion

[TPAMI 2022] GAN Inversion: A Survey
https://github.com/weihaox/GAN-Inversion

  • 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>
  • [PDF
  • Axel Sauer - karras), [Samuli Laine](https://research.nvidia.com/person/samuli-laine), [Andreas Geiger](https://www.cvlibs.net/), [Timo Aila](https://research.nvidia.com/person/timo-aila).*<br>
  • [Project - t)]
  • Axel Sauer
  • [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)]
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  • survey - aware-Gen), and [project](https://weihaox.github.io/3D-aware-Gen/) for more details.
  • 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>
  • [PDF - a-chan.github.io/EG3D)] [[Code](https://github.com/NVlabs/eg3d)]
  • Roy Or-El - Shlizerman.*<br>
  • [PDF
  • Jiatao Gu - inf.mpg.de/~theobalt/).*<br>
  • [PDF
  • Eric R. Chan - GAN-website/), [Petr Kellnhofer](https://kellnhofer.xyz/), [Jiajun Wu](https://jiajunwu.com/), [Gordon Wetzstein](https://stanford.edu/~gordonwz/).*<br>
  • [PDF - GAN-website/)] [[Code](https://github.com/lucidrains/pi-GAN-pytorch)]
  • [PDF
  • Yiran Xu - smith/), [Jia-Bin Huang](https://jbhuang0604.github.io/), [Seoung Wug Oh]().*<br>
  • [PDF - n-out-3d.github.io/)]
  • [PDF - goae.github.io/)] [[Code](https://github.com/jiangyzy/GOAE)]
  • [PDF
  • Jiaxin Xie - ouyang.github.io/), [Jingtan Piao](https://ken-ouyang.github.io/HFGI3D/index.html), [Chenyang Lei](https://chenyanglei.github.io/), [Qifeng Chen](https://cqf.io/).*<br>
  • [PDF - ouyang.github.io/HFGI3D/index.html)] [[Code](https://github.com/jiaxinxie97/HFGI3D/)]
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  • 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
  • [PDF
  • Bingchuan Li
  • [PDF
  • [PDF
  • [PDF
  • [PDF - ustc.github.io/inversion/)] [[Code](https://github.com/wty-ustc/e2style)]
  • Qingyan Bai
  • [PDF
  • [PDF - Out-of-Domain)]
  • [PDF
  • David Futschik - lukac/), [Eli Shechtman](https://research.adobe.com/person/eli-shechtman/), [Daniel Sýkora](https://dcgi.fel.cvut.cz/home/sykorad/).*<br>
  • [PDF
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  • 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)]
  • [PDF
  • [PDF
  • [PDF
  • Yangyang Xu
  • [PDF - Xu/InvertingGANs_with_ConsecutiveImgs)]
  • [PDF - in-style.github.io/)]
  • Kyoungkook Kang
  • [PDF
  • 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
  • [PDF - ensembling)] [[Project](https://chail.github.io/gan-ensembling/)]
  • [PDF - research/navigan)]
  • [PDF
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  • Lucy Chai
  • [PDF - composition)] [[Project](https://chail.github.io/latent-composition/)] [[Colab](https://colab.research.google.com/drive/1p-L2dPMaqMyr56TYoYmBJhoyIyBJ7lzH?usp=sharing)]
  • [PDF
  • Jiaolong Yang
  • [PDF
  • [PDF
  • Omer Tov - Or.*<br>
  • [PDF
  • [PDF
  • A. Tewari - P. Seidel, P. P‌érez, M. Zollhöfer, C.Theobalt.*<br>
  • [PDF - inf.mpg.de/projects/PIE/)]
  • Yotam Nitzan - Or.*<br>
  • [PDF - disentanglement/)] [[Code](https://github.com/YotamNitzan/ID-disentanglement)]
  • [PDF
  • [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>
  • [PDF - Transform-and-Project)] [[Project](https://minyoungg.github.io/GAN-Transform-and-Project/)]
  • Rushil Anirudh
  • [PDF
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  • [PDF - distillation)]
  • [PDF
  • [PDF - generative-prior)]
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  • Jinjin Gu
  • [PDF
  • Yipeng Qin
  • [PDF
  • [PDF
  • Yipeng Qin
  • [PDF - v2)]
  • [PDF
  • [PDF
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  • [PDF
  • [PDF - generative-networks)]
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  • Peihao Zhu
  • [PDF
  • Jonas Wulff
  • [PDF
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  • 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
  • James Oldfield
  • [PDF - oldfield/PandA)]
  • [PDF
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  • [PDF
  • [PDF - eccv22/)]
  • [PDF
  • [PDF
  • [PDF - project)] [[Code](https://github.com/wyhsirius/LIA)]
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  • [PDF
  • Yotam Nitzan - Or](https://danielcohenor.com/).*<br>
  • [PDF
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  • [PDF
  • James Oldfield
  • [PDF - latent-space/)] [[Code](https://github.com/james-oldfield/TCA-latent-space)]
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  • [PDF - transformer)]
  • [PDF
  • [PDF
  • [PDF - image-editing)]
  • [PDF
  • [PDF - Tensorflow)]
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  • [PDF
  • [PDF
  • [PDF - GAN)]
  • [PDF - research/MoCoGAN-HD)]
  • [OpenReview
  • [PDF - design.github.io/gan_steerability/)]
  • [PDF
  • Yujun Shen
  • [PDF
  • [PDF
  • [PDF
  • Oren Katzir - Or.*<br>
  • [PDF
  • Inbar Huberman-Spiegelglas
  • [PDF
  • [PDF - lab/DirectInversion)]
  • [PDF - text-inversion.github.io/)] [[Code](https://github.com/google/prompt-to-prompt/#null-text-inversion-for-editing-real-images)]
  • [PDF
  • [PDF - inversion.github.io/)] [[Code](https://github.com/rinongal/textual_inversion)]
  • [PDF - to-prompt.github.io/)] [[Code](https://github.com/google/prompt-to-prompt/)]
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  • [PDF - diffusion)]
  • [PDF
  • [PDF - plus.github.io/)]
  • [PDF - driven_GAN-Inversion/)]
  • Trevine Oorloff
  • [PDF
  • Trevine Oorloff
  • [PDF - in-Style.io/)] [[Code](https://github.com/trevineoorloff/Encode-in-Style)] [[Data](https://trevineoorloff.github.io/Encode-in-Style.io/)]
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  • [PDF - time.github.io/)] [[Code](https://github.com/rotemtzaban/STIT)]
  • [PDF
  • [PDF - Visual-Prompt)]
  • [PDF - One-shot-GAN-Adaptation)]
  • Yuchen Liu - Yuan Kung.*<br>
  • [PDF - FM-GAN-Webpage/)]
  • [PDF
  • 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
  • Yiran Xu - Bin Huang](https://jbhuang0604.github.io/).*<br>
  • [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
  • [PDF
  • [PDF
  • [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
  • [PDF
  • [PDF - ustc/HairCLIP)]
  • Yiqian Wu - Liang Yang](http://www.yongliangyang.net/), [Xiaogang Jin](http://www.cad.zju.edu.cn/home/jin).*<br>
  • [PDF - hair-FFHQ/blob/main)] [[Non-hair-FFHQ Data](https://github.com/oneThousand1000/non-hair-FFHQ)]
  • [PDF
  • 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
  • [PDF
  • [PDF
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  • Gereon Fox - inf.mpg.de/~atewari/), Mohamed Elgharib, [Christian Theobalt](http://gvv.mpi-inf.mpg.de/).*<br>
  • [PDF
  • Alireza Zaeemzadeh
  • [PDF
  • Yucheol Jung - us/research/people/xtong/), [Seungyong Lee](http://phome.postech.ac.kr/~leesy/).*<br>
  • [PDF
  • Yiqian Wu
  • [PDF
  • Daniel Cohen-Or
  • [PDF - alaluf/SAM)]
  • Peihao Zhu
  • [PDF
  • [PDF
  • [PDF
  • [PDF
  • Mahmoud Afifi
  • [PDF - 33wfwmyq-dhhqeb3s-mtstuqw7/view/default/11118541390008)]
  • [PDF - Shot-Face-Swapping-on-Megapixels)]
  • [PDF
  • Hyunsu Kim
  • [PDF - ai/StyleMapGAN)]
  • [PDF - Modal-CelebA-HQ)] [[Code](https://github.com/weihaox/TediGAN)]
  • [PDF
  • [PDF - mdal/deep-landscape)] [[Project](https://saic-mdal.github.io/deep-landscape/)]
  • [PDF - yuki-t/Fewshot-SMIS)]
  • [PDF - by-word)]
  • Kangfu Mei
  • [PDF - GAN/)]
  • [PDF
  • [PDF
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  • 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)]
  • [PDF
  • Kelvin C.K. Chan
  • [PDF
  • 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>
  • [PDF
  • [PDF
  • Aviv Gabbay
  • [PDF - image-prior/)] [[Code](https://github.com/avivga/style-image-prior)]
  • [PDF
  • Rameen Abdal
  • [PDF
  • 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 - for-facerec)]
  • Anand Bhattad
  • [PDF
  • [PDF - research/nerf-from-image)]
  • [PDF - ntu.com/project/meshinversion/)] [[Code](https://github.com/junzhezhang/mesh-inversion)]
  • Jiteng Mu
  • [PDF
  • Qingguo Xu
  • [PDF
  • Junzhe Zhang
  • [PDF
  • Junzhe Zhang
  • [PDF
  • [PDF
  • Xingang Pan
  • [PDF
  • [PDF - sm/generator-surgery)]
  • [PDF
  • [PDF
  • [PDF
  • [PDF - team.github.io/fairstyle/)] [[Code](https://drive.google.com/drive/folders/1PW7w80ZKuLnjnxJNeNkYxXUFvVYi6I6H?usp=sharing)]
  • [PDF
  • [PDF
  • Jun-Yan Zhu