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Masked Autoencoders As Spatiotemporal Learners



Christoph Feichtenhofer , Haoqi Fan , Yanghao Li , Kaiming He

* Technical report 

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On the Importance of Asymmetry for Siamese Representation Learning



Xiao Wang , Haoqi Fan , Yuandong Tian , Daisuke Kihara , Xinlei Chen

* 11 pages, CVPR 2022 

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Unified Transformer Tracker for Object Tracking



Fan Ma , Mike Zheng Shou , Linchao Zhu , Haoqi Fan , Yilei Xu , Yi Yang , Zhicheng Yan

* CVPR 2022 

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MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition



Chao-Yuan Wu , Yanghao Li , Karttikeya Mangalam , Haoqi Fan , Bo Xiong , Jitendra Malik , Christoph Feichtenhofer

* Technical report 

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Masked Feature Prediction for Self-Supervised Visual Pre-Training



Chen Wei , Haoqi Fan , Saining Xie , Chao-Yuan Wu , Alan Yuille , Christoph Feichtenhofer

* Technical report 

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Improved Multiscale Vision Transformers for Classification and Detection



Yanghao Li , Chao-Yuan Wu , Haoqi Fan , Karttikeya Mangalam , Bo Xiong , Jitendra Malik , Christoph Feichtenhofer

* Technical report 

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PyTorchVideo: A Deep Learning Library for Video Understanding



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

* Technical report 

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A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning



Christoph Feichtenhofer , Haoqi Fan , Bo Xiong , Ross Girshick , Kaiming He

* CVPR 2021 

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Multiscale Vision Transformers



Haoqi Fan , Bo Xiong , Karttikeya Mangalam , Yanghao Li , Zhicheng Yan , Jitendra Malik , Christoph Feichtenhofer

* Technical report 

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Beyond Short Clips: End-to-End Video-Level Learning with Collaborative Memories



Xitong Yang , Haoqi Fan , Lorenzo Torresani , Larry Davis , Heng Wang

* CVPR 2021 

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