Differentiable Associative Memories, Attention, and Transformers

Differentiable Associative Memories, Attention, and Transformers

Alfredo Canziani via YouTube Direct link

– Transformer architecture

9 of 15

9 of 15

– Transformer architecture

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Differentiable Associative Memories, Attention, and Transformers

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  1. 1 – Motivation for reasoning & planning
  2. 2 – Inference through energy minimization
  3. 3 – Disclaimer
  4. 4 – Planning through energy minimization
  5. 5 – Q&A Optimal control diagram
  6. 6 – Differentiable associative memory and attention
  7. 7 – Transformers
  8. 8 – Q&A Other differentiable attention architectures
  9. 9 – Transformer architecture
  10. 10 – Transformer applications: 1. Multilingual transformer Architecture XML-R
  11. 11 – 2. Supervised symbol manipulation
  12. 12 – 3. NL understanding & generation
  13. 13 – 4. DETR
  14. 14 – Planing through optimal control
  15. 15 – Conclusion

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