Infinite Memory Transformer - Research Paper Explained

Infinite Memory Transformer - Research Paper Explained

Yannic Kilcher via YouTube Direct link

- Problem Statement

3 of 11

3 of 11

- Problem Statement

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Infinite Memory Transformer - Research Paper Explained

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  1. 1 - Intro & Overview
  2. 2 - Sponsor Spot: Weights & Biases
  3. 3 - Problem Statement
  4. 4 - Continuous Attention Mechanism
  5. 5 - Unbounded Memory via concatenation & contraction
  6. 6 - Does this make sense?
  7. 7 - How the Long-Term Memory is used in an attention layer
  8. 8 - Entire Architecture Recap
  9. 9 - Sticky Memories by Importance Sampling
  10. 10 - Commentary: Pros and cons of using heuristics
  11. 11 - Experiments & Results

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