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Big Self-Supervised Models Are Strong Semi-Supervised Learners

Big Self-Supervised Models Are Strong Semi-Supervised Learners

Yannic Kilcher via YouTube Direct link

- Contrastive Loss

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- Contrastive Loss

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Big Self-Supervised Models Are Strong Semi-Supervised Learners

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  1. 1 - Intro & Overview
  2. 2 - Semi-Supervised Learning
  3. 3 - Pre-Training via Self-Supervision
  4. 4 - Contrastive Loss
  5. 5 - Retaining Projection Heads
  6. 6 - Supervised Fine-Tuning
  7. 7 - Unsupervised Distillation & Self-Training
  8. 8 - Architecture Recap
  9. 9 - Experiments
  10. 10 - Broader Impact

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