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Predicting Deep Neural Network Generalization with Perturbation Response
  Curves
v1v2 (latest)

Predicting Deep Neural Network Generalization with Perturbation Response Curves

9 June 2021
Yair Schiff
Brian Quanz
Payel Das
Pin-Yu Chen
    AAML
ArXiv (abs)PDFHTML

Papers citing "Predicting Deep Neural Network Generalization with Perturbation Response Curves"

4 / 4 papers shown
Title
Input margins can predict generalization too
Input margins can predict generalization too
Coenraad Mouton
Marthinus W. Theunissen
Marelie Hattingh Davel
AAMLUQCVAI4CE
70
4
0
29 Aug 2023
Quantifying Overfitting: Evaluating Neural Network Performance through
  Analysis of Null Space
Quantifying Overfitting: Evaluating Neural Network Performance through Analysis of Null Space
Hossein Rezaei
Mohammad Sabokrou
78
3
0
30 May 2023
On the Strong Correlation Between Model Invariance and Generalization
On the Strong Correlation Between Model Invariance and Generalization
Weijian Deng
Stephen Gould
Liang Zheng
OOD
91
19
0
14 Jul 2022
In Search of Probeable Generalization Measures
In Search of Probeable Generalization Measures
Jonathan Jaegerman
Khalil Damouni
M. M. Ankaralı
Konstantinos N. Plataniotis
61
2
0
23 Oct 2021
1