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Manifold-based Test Generation for Image Classifiers

Manifold-based Test Generation for Image Classifiers

15 February 2020
Taejoon Byun
Abhishek Vijayakumar
Sanjai Rayadurgam
D. Cofer
ArXivPDFHTML

Papers citing "Manifold-based Test Generation for Image Classifiers"

4 / 4 papers shown
Title
What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled
  Safety Critical Systems
What, Indeed, is an Achievable Provable Guarantee for Learning-Enabled Safety Critical Systems
Saddek Bensalem
Chih-Hong Cheng
Wei Huang
Xiaowei Huang
Changshun Wu
Xingyu Zhao
AAML
27
6
0
20 Jul 2023
Hierarchical Distribution-Aware Testing of Deep Learning
Hierarchical Distribution-Aware Testing of Deep Learning
Wei Huang
Xingyu Zhao
Alec Banks
V. Cox
Xiaowei Huang
OOD
AAML
34
10
0
17 May 2022
Manifold for Machine Learning Assurance
Manifold for Machine Learning Assurance
Taejoon Byun
Sanjai Rayadurgam
44
29
0
08 Feb 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
285
9,138
0
06 Jun 2015
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