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Network Dissection is our method for quantifying interpretability of individual units in a deep CNN (i.e., our answer to question). It works by measuring the alignment between unit response and a set of concepts drawn from a broad and dense segmentation data set called Broden.





Links:
http://netdissect.csail.mit.edu/

 


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