Confidence from Invariance to Image Transformations

2 Apr 2018 Yuval Bahat Gregory Shakhnarovich

We develop a technique for automatically detecting the classification errors of a pre-trained visual classifier. Our method is agnostic to the form of the classifier, requiring access only to classifier responses to a set of inputs... (read more)

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