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Self-Supervised Representation Learning

Learning useful representations without dense human labels, from CPC and SimCLR to DINO and MAE.

1
2018 · SSL · CPC
Representation Learning with Contrastive Predictive Coding
Coming soon
2
2020 · SSL · SimCLR
A Simple Framework for Contrastive Learning
Coming soon
3
2021 · SSL · DINO
Emerging Properties in Self-Supervised ViT
Coming soon
4
2021 · SSL · MAE
Masked Autoencoders Are Scalable Vision Learners
Coming soon