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Week 2: Literature Review


The concept of saliency maps is going to be crucial to understand our replication paper.

To get up to speed on these concepts, read the paper Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.


Answer the following questions as this week's Participation Assignment:

  • What is a saliency map?
  • How is the saliency map obtained?
  • What can a saliency map be used for?
  • Which image data base did the authors of the paper use for training and inference?