Self-Supervised Learning: a suvey

Self-Supervised Representation Learning

  • Broadly speaking, all the generative models can be considered as self-supervised, but with different goals:

    • Generative models focus on creating diverse and realistic images
    • While self-supervised representation learning care about producing good features generally helpful for many tasks

Image based

Video based

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