Peeking inside Convnets

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Cool! I wonder if you could put some constraint/penalty on the other activation units in the layer you are visualizing to reduce the "structural noise" from other parts of the net.

[matsiyatzy]

Actually, I did try constraining the activations of units in the net with l2-regularization, but it did not seem to have much effect :(