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Image-and-Language Understanding from Pixels Only


Dec 15, 2022
Michael Tschannen, Basil Mustafa, Neil Houlsby

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FlexiViT: One Model for All Patch Sizes


Dec 15, 2022
Lucas Beyer, Pavel Izmailov, Alexander Kolesnikov, Mathilde Caron, Simon Kornblith, Xiaohua Zhai, Matthias Minderer, Michael Tschannen, Ibrahim Alabdulmohsin, Filip Pavetic

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* Code and pre-trained models available at https://github.com/google-research/big_vision. All authors made significant technical contributions 

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Neural Face Video Compression using Multiple Views


Apr 13, 2022
Anna Volokitin, Stefan Brugger, Ali Benlalah, Sebastian Martin, Brian Amberg, Michael Tschannen

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Representation learning from videos in-the-wild: An object-centric approach


Oct 06, 2020
Rob Romijnders, Aravindh Mahendran, Michael Tschannen, Josip Djolonga, Marvin Ritter, Neil Houlsby, Mario Lucic

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On Robustness and Transferability of Convolutional Neural Networks


Jul 16, 2020
Josip Djolonga, Jessica Yung, Michael Tschannen, Rob Romijnders, Lucas Beyer, Alexander Kolesnikov, Joan Puigcerver, Matthias Minderer, Alexander D'Amour, Dan Moldovan, Sylvan Gelly, Neil Houlsby, Xiaohua Zhai, Mario Lucic

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High-Fidelity Generative Image Compression


Jul 10, 2020
Fabian Mentzer, George Toderici, Michael Tschannen, Eirikur Agustsson

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* Project page: https://hific.github.io 

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Learning Better Lossless Compression Using Lossy Compression


Mar 23, 2020
Fabian Mentzer, Luc Van Gool, Michael Tschannen

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* CVPR'20 camera-ready version 

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Automatic Shortcut Removal for Self-Supervised Representation Learning


Feb 21, 2020
Matthias Minderer, Olivier Bachem, Neil Houlsby, Michael Tschannen

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