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Mutation-based Fault Localization of Deep Neural Networks

Mutation-based Fault Localization of Deep Neural Networks

10 September 2023
Ali Ghanbari
Deepak-George Thomas
Muhammad Arbab Arshad
Hridesh Rajan
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Papers citing "Mutation-based Fault Localization of Deep Neural Networks"

4 / 4 papers shown
Title
Path Analysis for Effective Fault Localization in Deep Neural Networks
Path Analysis for Effective Fault Localization in Deep Neural Networks
Soroush Hashemifar
Saeed Parsa
A. Kalaee
AAML
49
0
0
28 Jan 2025
On Accelerating Deep Neural Network Mutation Analysis by Neuron and Mutant Clustering
On Accelerating Deep Neural Network Mutation Analysis by Neuron and Mutant Clustering
Lauren Lyons
Ali Ghanbari
75
0
0
22 Jan 2025
BLAZE: Cross-Language and Cross-Project Bug Localization via Dynamic
  Chunking and Hard Example Learning
BLAZE: Cross-Language and Cross-Project Bug Localization via Dynamic Chunking and Hard Example Learning
Partha Chakraborty
Mahmoud Alfadel
Mei Nagappan
34
2
0
24 Jul 2024
Bugs in Machine Learning-based Systems: A Faultload Benchmark
Bugs in Machine Learning-based Systems: A Faultload Benchmark
Mohammad Mehdi Morovati
Amin Nikanjam
Foutse Khomh
Zhen Ming
Z. Jiang
32
20
0
24 Jun 2022
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