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Masked Autoencoders As Spatiotemporal Learners



Christoph Feichtenhofer , Haoqi Fan , Yanghao Li , Kaiming He

* Technical report 

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Exploring Plain Vision Transformer Backbones for Object Detection



Yanghao Li , Hanzi Mao , Ross Girshick , Kaiming He

* Tech report 

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Masked Autoencoders Are Scalable Vision Learners



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

* Tech report. arXiv v2: add more transfer learning results 

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Benchmarking Detection Transfer Learning with Vision Transformers



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


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An Empirical Study of Training Self-Supervised Vision Transformers



Xinlei Chen , Saining Xie , Kaiming He

* Technical report, 10 pages. v2: corrected "Visual Transformer" to "Vision Transformer" 

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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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An Empirical Study of Training Self-Supervised Visual Transformers



Xinlei Chen , Saining Xie , Kaiming He

* Technical report, 10 pages 

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Exploring Simple Siamese Representation Learning



Xinlei Chen , Kaiming He

* Technical report, 10 pages 

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