Do Vision Transformers See Like Convolutional Neural Networks - Paper Explained

Do Vision Transformers See Like Convolutional Neural Networks - Paper Explained

Aleksa Gordić - The AI Epiphany via YouTube Direct link

Intro

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1 of 10

Intro

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Do Vision Transformers See Like Convolutional Neural Networks - Paper Explained

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  1. 1 Intro
  2. 2 Contrasting features in ViTs vs CNNs
  3. 3 Global vs Local receptive fields
  4. 4 Data matters, mr. obvious
  5. 5 Contrasting receptive fields
  6. 6 Data flow through CLS vs spatial tokens
  7. 7 Skip connections matter a lot in ViTs
  8. 8 Spatial information is preserved in ViTs
  9. 9 Features evolution with the amount of data
  10. 10 Outro

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