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Methods
Why
LeNet
classic CNN architecture (LeCun et al.)
Structures found in this family (1)
Decision boundary (as a codimension-1 hypersurface)
By model (1)
LeNet (image classifier, MNIST/Fashion-MNIST-scale)
Decision boundary (as a codimension-1 hypersurface)
Observations (1)
Decision-boundary margin is small along low-frequency discriminative directions
Papers
Hold Me Tight! Influence of Discriminative Features on Deep Network Boundaries (2020)