SpineNet - Learning Scale-Permuted Backbone for Recognition and Localization

SpineNet - Learning Scale-Permuted Backbone for Recognition and Localization

Yannic Kilcher via YouTube Direct link

- Neural Architecture Search

5 of 11

5 of 11

- Neural Architecture Search

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SpineNet - Learning Scale-Permuted Backbone for Recognition and Localization

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  1. 1 - Intro & Overview
  2. 2 - Problem Statement
  3. 3 - The Problem with Current Architectures
  4. 4 - Scale-Permuted Networks
  5. 5 - Neural Architecture Search
  6. 6 - Up- and Downsampling
  7. 7 - From ResNet to SpineNet
  8. 8 - Ablations
  9. 9 - My Idea: Attention Routing for CNNs
  10. 10 - More Experiments
  11. 11 - Conclusion & Comments

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