Learning Visual Representations with Limited Labels for Semantic Image Understanding

Learning Visual Representations with Limited Labels for Semantic Image Understanding

USC Information Sciences Institute via YouTube Direct link

Welcome to the Al Seminar Series

1 of 10

1 of 10

Welcome to the Al Seminar Series

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Classroom Contents

Learning Visual Representations with Limited Labels for Semantic Image Understanding

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  1. 1 Welcome to the Al Seminar Series
  2. 2 Model capacity for SSL
  3. 3 Compressing Representations
  4. 4 Evaluating Representations
  5. 5 Evolution of the teacher model
  6. 6 SSL by iterative similarity distillation
  7. 7 Mean-shift for clustering
  8. 8 Mean-shift for SSL
  9. 9 Backdoor attacks on supervised learning
  10. 10 Backdoor attacks for SSL

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