GitHub - SigmaJahan/DEFault-DNN-Debugging: This repository provides all necessary code and data to reproduce the experiments from the ICSE - 2025 accepted paper: "Improved Detection and Diagnosis of Faults in Deep Neural Networks using Hierarchical and Explainable Classification."

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Name		Name	Last commit message	Last commit date
Latest commit History 77 Commits
0_Artifact_Testing		0_Artifact_Testing
a_Data_Collection		a_Data_Collection
b_Fault_Seeding		b_Fault_Seeding
c_Feature_Extraction		c_Feature_Extraction
d_DEFault		d_DEFault
e_Evaluation		e_Evaluation
f_Figures		f_Figures
g_Dataset		g_Dataset
h_CohenKappaAnalysis		h_CohenKappaAnalysis
i_CaseStudy/DNNProgram_pixelcnn		i_CaseStudy/DNNProgram_pixelcnn
j_HPC_Slurm		j_HPC_Slurm
.gitignore		.gitignore
K_ResearchPaper_ICSE2025.pdf		K_ResearchPaper_ICSE2025.pdf
LICENSE		LICENSE
README.md		README.md
requirements.txt		requirements.txt

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