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courses:xai:lab9 [2024/01/07 21:43] – created admincourses:xai:lab9 [2026/01/05 13:44] (current) – admin
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 ====== Lab9: Explainability of DNN ====== ====== Lab9: Explainability of DNN ======
 ===== Resources ===== ===== Resources =====
-  * Colab: [[|Colab]]+  * Colab: [[https://colab.research.google.com/drive/1g0poWMLpEez_899SjpVbyg3cbiDHOqyn?usp=sharing|Colab]]
   * Additional reading:   * Additional reading:
     * [[https://arxiv.org/pdf/1806.10574.pdf|ProtoPNet]]     * [[https://arxiv.org/pdf/1806.10574.pdf|ProtoPNet]]
     * [[https://arxiv.org/pdf/1806.07538.pdf|SENN]]     * [[https://arxiv.org/pdf/1806.07538.pdf|SENN]]
     * [[https://arxiv.org/pdf/1610.02391.pdf|GradCAM]]     * [[https://arxiv.org/pdf/1610.02391.pdf|GradCAM]]
 +    * [[https://distill.pub/2018/building-blocks/|The building blocks of intrepretability]] -- overview of feature visualization with  Colab examples
 +    * [[https://distill.pub/2020/attribution-baselines/|Integrated gradients]] --overview with Colab examples
 +  * AIRA seminnar: https://aira.geist.re
 +
  
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