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Crippen's logP as a Quantitative Molecular Benchmark for Explainable AI Heatmaps

Crippen's logP as a Quantitative Molecular Benchmark for Explainable AI Heatmaps

Valence Labs via YouTube Direct link

- Heatmaps: An Idea From Image Classification

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- Heatmaps: An Idea From Image Classification

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Crippen's logP as a Quantitative Molecular Benchmark for Explainable AI Heatmaps

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  1. 1 - Intro
  2. 2 - Heatmaps: An Idea From Image Classification
  3. 3 - Uses of Heatmaps and How We Validate Them
  4. 4 - Crippen logP Atomic Contributions as Heatmap Ground Truth?
  5. 5 - Q+A
  6. 6 - Comparing XAI Methods
  7. 7 - Comparing Heatmaps
  8. 8 - Conclusions/Outlook
  9. 9 - Q+A

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