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Saining Xie

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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An Empirical Study of Training Self-Supervised Vision Transformers

May 05, 2021
Xinlei Chen, Saining Xie, Kaiming He

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

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An Empirical Study of Training Self-Supervised Visual Transformers

Apr 05, 2021
Xinlei Chen, Saining Xie, Kaiming He

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* Technical report, 10 pages

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On Interaction Between Augmentations and Corruptions in Natural Corruption Robustness

Feb 22, 2021
Eric Mintun, Alexander Kirillov, Saining Xie

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* 8+13 pages, 6+10 figures

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PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding

Jul 22, 2020
Saining Xie, Jiatao Gu, Demi Guo, Charles R. Qi, Leonidas J. Guibas, Or Litany

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* ECCV 2020 (Spotlight)

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