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Ross Girshick
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The effectiveness of MAE pre-pretraining for billion-scale pretraining


Mar 23, 2023
Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Armand Joulin, Piotr Dollár, Christoph Feichtenhofer, Ross Girshick, Rohit Girdhar, Ishan Misra

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Exploring Plain Vision Transformer Backbones for Object Detection


Mar 30, 2022
Yanghao Li, Hanzi Mao, Ross Girshick, Kaiming He

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* Tech report 
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Revisiting Weakly Supervised Pre-Training of Visual Perception Models


Jan 20, 2022
Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross Girshick, Piotr Dollár, Laurens van der Maaten

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Masked Autoencoders Are Scalable Vision Learners


Dec 02, 2021
Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, Ross Girshick

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* Tech report. arXiv v2: add more transfer learning results 
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Benchmarking Detection Transfer Learning with Vision Transformers


Nov 22, 2021
Yanghao Li, Saining Xie, Xinlei Chen, Piotr Dollar, Kaiming He, Ross Girshick

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PyTorchVideo: A Deep Learning Library for Video Understanding


Nov 18, 2021
Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer

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* Technical report 
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Early Convolutions Help Transformers See Better


Jul 12, 2021
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollár, Ross Girshick

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A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning


Apr 29, 2021
Christoph Feichtenhofer, Haoqi Fan, Bo Xiong, Ross Girshick, Kaiming He

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* CVPR 2021 
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