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FixMatch - Simplifying Semi-Supervised Learning with Consistency and Confidence

FixMatch - Simplifying Semi-Supervised Learning with Consistency and Confidence

Yannic Kilcher via YouTube Direct link

Strong Augmentation

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Strong Augmentation

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FixMatch - Simplifying Semi-Supervised Learning with Consistency and Confidence

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  1. 1 Introduction
  2. 2 What is Semisupervised Learning
  3. 3 Supervised Loss
  4. 4 Weekly Augmented
  5. 5 Strong Augmentation
  6. 6 Pseudolabel
  7. 7 What does it learn
  8. 8 Hypothesis
  9. 9 Results

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