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11.Learning Visual Representation.md

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Visual Representation Learning

Xinlei Chen from Meta

Different forms of reconstructive self-supervised learning

Screenshot 2023-10-26 at 3.01.47 PM

For auto encoding: VAE

For augmented (special) form: BERT / GPT / VAE

Contrastive Learning is another form of reconstructive learning, but a weaker form.

Does non-reconstructive even work?

Screenshot 2023-10-26 at 3.07.36 PM

Sim-Sam is a non-reconstrctive work.

Overall Conclusion

Screenshot 2023-10-26 at 3.20.02 PM