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Scaling Vision Transformers to 22 Billion Parameters


Feb 10, 2023
Mostafa Dehghani, Josip Djolonga, Basil Mustafa, Piotr Padlewski, Jonathan Heek, Justin Gilmer, Andreas Steiner, Mathilde Caron, Robert Geirhos, Ibrahim Alabdulmohsin, Rodolphe Jenatton, Lucas Beyer, Michael Tschannen, Anurag Arnab, Xiao Wang, Carlos Riquelme, Matthias Minderer, Joan Puigcerver, Utku Evci, Manoj Kumar, Sjoerd van Steenkiste, Gamaleldin F. Elsayed, Aravindh Mahendran, Fisher Yu, Avital Oliver, Fantine Huot, Jasmijn Bastings, Mark Patrick Collier, Alexey Gritsenko, Vighnesh Birodkar, Cristina Vasconcelos, Yi Tay, Thomas Mensink, Alexander Kolesnikov, Filip Pavetić, Dustin Tran, Thomas Kipf, Mario Lučić, Xiaohua Zhai, Daniel Keysers, Jeremiah Harmsen, Neil Houlsby

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Open-Vocabulary Temporal Action Detection with Off-the-Shelf Image-Text Features


Dec 20, 2022
Vivek Rathod, Bryan Seybold, Sudheendra Vijayanarasimhan, Austin Myers, Xiuye Gu, Vighnesh Birodkar, David A. Ross

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Proper Reuse of Image Classification Features Improves Object Detection


Apr 01, 2022
Cristina Vasconcelos, Vighnesh Birodkar, Vincent Dumoulin

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* CVPR 2022 

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Less is More: Generating Grounded Navigation Instructions from Landmarks


Nov 29, 2021
Su Wang, Ceslee Montgomery, Jordi Orbay, Vighnesh Birodkar, Aleksandra Faust, Izzeddin Gur, Natasha Jaques, Austin Waters, Jason Baldridge, Peter Anderson

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The iWildCam 2021 Competition Dataset


May 07, 2021
Sara Beery, Arushi Agarwal, Elijah Cole, Vighnesh Birodkar

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* FGVC8 Workshop at CVPR 2021. arXiv admin note: substantial text overlap with arXiv:2004.10340 

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The surprising impact of mask-head architecture on novel class segmentation


Apr 01, 2021
Vighnesh Birodkar, Zhichao Lu, Siyang Li, Vivek Rathod, Jonathan Huang

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A Closed-Form Learned Pooling for Deep Classification Networks


Jun 10, 2019
Vighnesh Birodkar, Hossein Mobahi, Dilip Krishnan, Samy Bengio

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Straight to the point: reinforcement learning for user guidance in ultrasound


Mar 02, 2019
Fausto Milletari, Vighnesh Birodkar, Michal Sofka

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Semantic Redundancies in Image-Classification Datasets: The 10% You Don't Need


Jan 29, 2019
Vighnesh Birodkar, Hossein Mobahi, Samy Bengio

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