DARPA's Explainable Artificial Intelligence - XAI Program

DARPA's Explainable Artificial Intelligence - XAI Program

ACM SIGCHI via YouTube Direct link

Deep Learning

16 of 23

16 of 23

Deep Learning

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DARPA's Explainable Artificial Intelligence - XAI Program

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  1. 1 Intro
  2. 2 DARPA Explainable AI
  3. 3 Why XAI
  4. 4 Supervised Machine Learning
  5. 5 XAI Strategy
  6. 6 XAI Program Goals
  7. 7 XAI Program Structure
  8. 8 Heatmaps
  9. 9 Black Box
  10. 10 Network Dissection
  11. 11 Language Translation
  12. 12 Gann
  13. 13 Autonomy
  14. 14 Differentiable Physics
  15. 15 Surprising Results
  16. 16 Deep Learning
  17. 17 Examples
  18. 18 Results
  19. 19 Program update
  20. 20 QA
  21. 21 Data Analytics vs Autonomy
  22. 22 Discussion
  23. 23 correctness of explanations

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