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What does a deep neural network confidently perceive? The effective dimension of high certainty class manifolds and their low confidence boundaries.
Stanislav Fort
Ekin Dogus Cubuk
Surya Ganguli
Samuel S. Schoenholz
Published in:
CoRR (2022)
Keyphrases
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neural network
high levels
arbitrary dimension
wide range
significantly lower
high quality
pattern recognition
artificial neural networks
fault diagnosis
neural network model
high correlation
fuzzy logic
feed forward
highly correlated
deep learning
neural network is trained