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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
11 October 2022
Stanislav Fort
E. D. Cubuk
Surya Ganguli
S. Schoenholz
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Papers citing
"What does a deep neural network confidently perceive? The effective dimension of high certainty class manifolds and their low confidence boundaries"
2 / 2 papers shown
Title
Scaling Laws for Adversarial Attacks on Language Model Activations
Stanislav Fort
21
14
0
05 Dec 2023
Data Topology-Dependent Upper Bounds of Neural Network Widths
Sangmin Lee
Jong Chul Ye
24
0
0
25 May 2023
1