5th lecture: Interpret. by backward prop. + concept discovery - Explainable machine learning

Topics covered in this video: • Gradient-based saliency maps • CAM and Grad-CAM • Layer-wise relevance propagation • Testing with concept activation vectors (TCAV) • Activations space occlusion sensitivity

Lecturer

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Ribana Roscher

Additional Material

Additional Material

Additional Material