15 citations · 20 across the 3 of their papers we have counts for
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cs.CV2020
Validation and generalization of pixel-wise relevance in convolutional neural networks trained for face classification
Jñani Crawford, Eshed Margalit, Kalanit Grill-Spector +1
The increased use of convolutional neural networks for face recognition in science, governance, and broader society has created an acute need for methods that can show how these 'b…
cs.CV2018★ 5 cited
The Effect of Learning Strategy versus Inherent Architecture Properties on the Ability of Convolutional Neural Networks to Develop Transformation Invariance
Megha Srivastava, Kalanit Grill-Spector
As object recognition becomes an increasingly common ML task, and recent research demonstrating CNNs vulnerability to attacks and small image perturbations necessitate fully unders…