Taskonomy - Disentangling Task Transfer Learning

Taskonomy - Disentangling Task Transfer Learning

UCF CRCV via YouTube Direct link

Generalization to novel tasks

8 of 11

8 of 11

Generalization to novel tasks

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Taskonomy - Disentangling Task Transfer Learning

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  1. 1 Transfer Modeling
  2. 2 Higher Order Transfers
  3. 3 Normalization
  4. 4 Computing Global Taxonomy
  5. 5 Experiments
  6. 6 Sanity of trained Task Specific Networks
  7. 7 Evaluation of Computed Taxonomies
  8. 8 Generalization to novel tasks
  9. 9 Significance Test of the Structure
  10. 10 Evaluation on MIT Places & ImageNet Are the findings dataset dependent?
  11. 11 Task Similarity Tree

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