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Global Context Vision Transformers



Ali Hatamizadeh , Hongxu Yin , Jan Kautz , Pavlo Molchanov

* Tech. Report 

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RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis



Jonathan Tremblay , Moustafa Meshry , Alex Evans , Jan Kautz , Alexander Keller , Sameh Khamis , Charles Loop , Nathan Morrical , Koki Nagano , Towaki Takikawa , Stan Birchfield

* Project page at http://www.cs.umd.edu/~mmeshry/projects/rtmv 

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CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs



Jiteng Mu , Shalini De Mello , Zhiding Yu , Nuno Vasconcelos , Xiaolong Wang , Jan Kautz , Sifei Liu

* Project page: https://jitengmu.github.io/CoordGAN/ 

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DRaCoN -- Differentiable Rasterization Conditioned Neural Radiance Fields for Articulated Avatars



Amit Raj , Umar Iqbal , Koki Nagano , Sameh Khamis , Pavlo Molchanov , James Hays , Jan Kautz

* Project page at https://dracon-avatars.github.io/ 

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GradViT: Gradient Inversion of Vision Transformers



Ali Hatamizadeh , Hongxu Yin , Holger Roth , Wenqi Li , Jan Kautz , Daguang Xu , Pavlo Molchanov

* CVPR'22 Accepted Paper 

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Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations



Benjamin Wu , Oliver Hennigh , Jan Kautz , Sanjay Choudhry , Wonmin Byeon

* Benjamin Wu and Wonmin Byeon contributed equally to this work. 12 pages, 3 figures 

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FreeSOLO: Learning to Segment Objects without Annotations



Xinlong Wang , Zhiding Yu , Shalini De Mello , Jan Kautz , Anima Anandkumar , Chunhua Shen , Jose M. Alvarez

* 13 pages 

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GroupViT: Semantic Segmentation Emerges from Text Supervision



Jiarui Xu , Shalini De Mello , Sifei Liu , Wonmin Byeon , Thomas Breuel , Jan Kautz , Xiaolong Wang

* Project page: https://jerryxu.net/GroupViT 

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Do Gradient Inversion Attacks Make Federated Learning Unsafe?



Ali Hatamizadeh , Hongxu Yin , Pavlo Molchanov , Andriy Myronenko , Wenqi Li , Prerna Dogra , Andrew Feng , Mona G. Flores , Jan Kautz , Daguang Xu , Holger R. Roth

* Improved and reformatted version of https://www.researchsquare.com/article/rs-1147182/v2 

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Federated Learning with Heterogeneous Architectures using Graph HyperNetworks



Or Litany , Haggai Maron , David Acuna , Jan Kautz , Gal Chechik , Sanja Fidler


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