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Self-Supervised Representation Learning

[Updated on 2020-01-09: add a new section on Contrastive Predictive Coding]. [Updated on 2020-04-13: add a “Momentum Contrast” section on MoCo, SimCLR and CURL.] [Updated on 2020-07-08: add a “Bisimulation” section on DeepMDP and DBC.] [Updated on 2020-09-12: add MoCo V2 and BYOL in the “Momentum…

By Lilian WengLil'Log (Lilian Weng)
Self-Supervised Representation Learning

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Originally published by Lil'Log (Lilian Weng) on Nov 10, 2019.

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