FL4Deep localizes faults across the full deep learning pipeline using a knowledge graph built from static and dynamic code information, outperforming four prior tools on three of six fault types.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.SE 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Fault Localization in Deep Learning-based Software: A System-level Approach
FL4Deep localizes faults across the full deep learning pipeline using a knowledge graph built from static and dynamic code information, outperforming four prior tools on three of six fault types.