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Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing



Gaurav Parmar , Yijun Li , Jingwan Lu , Richard Zhang , Jun-Yan Zhu , Krishna Kumar Singh

* CVPR 2022. Github: https://github.com/adobe-research/sam_inversion Website: https://www.cs.cmu.edu/~SAMInversion 

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Dataset Distillation by Matching Training Trajectories



George Cazenavette , Tongzhou Wang , Antonio Torralba , Alexei A. Efros , Jun-Yan Zhu

* CVPR 2022 website: https://georgecazenavette.github.io/mtt-distillation/ code: https://github.com/GeorgeCazenavette/mtt-distillation 

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Ensembling Off-the-shelf Models for GAN Training



Nupur Kumari , Richard Zhang , Eli Shechtman , Jun-Yan Zhu

* GitHub: https://github.com/nupurkmr9/vision-aided-gan Project webpage: https://www.cs.cmu.edu/~vision-aided-gan/ 

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GAN-Supervised Dense Visual Alignment



William Peebles , Jun-Yan Zhu , Richard Zhang , Antonio Torralba , Alexei Efros , Eli Shechtman

* Code available at https://www.github.com/wpeebles/gangealing . Project page and videos available at https://www.wpeebles.com/gangealing 

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Contrastive Feature Loss for Image Prediction



Alex Andonian , Taesung Park , Bryan Russell , Phillip Isola , Jun-Yan Zhu , Richard Zhang

* Appeared in Advances in Image Manipulation Workshop at ICCV 2021. GitHub: https://github.com/alexandonian/contrastive-feature-loss 

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Sketch Your Own GAN



Sheng-Yu Wang , David Bau , Jun-Yan Zhu

* ICCV 2021 website: https://peterwang512.github.io/GANSketching code: https://peterwang512.github.io/ 

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SDEdit: Image Synthesis and Editing with Stochastic Differential Equations



Chenlin Meng , Yang Song , Jiaming Song , Jiajun Wu , Jun-Yan Zhu , Stefano Ermon

* https://chenlin9.github.io/SDEdit/ 

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Depth-supervised NeRF: Fewer Views and Faster Training for Free



Kangle Deng , Andrew Liu , Jun-Yan Zhu , Deva Ramanan

* Project page: http://www.cs.cmu.edu/~dsnerf/ GitHub: https://github.com/dunbar12138/DSNeRF 

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Editing Conditional Radiance Fields



Steven Liu , Xiuming Zhang , Zhoutong Zhang , Richard Zhang , Jun-Yan Zhu , Bryan Russell

* Code: https://github.com/stevliu/editnerf Website: http://editnerf.csail.mit.edu/, v2 updated figure 8 and included additional details 

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