Using a corpus of 5542 fault-injected traces from 38 DL programs, the study finds a 0.19 balanced accuracy gap in fault diagnosis between within-program and cross-program evaluation caused by program-specific feature structures.
Deepdiagnosis: Automatically diagnosing faults and recommending actionable fixes in deep learning programs,
2 Pith papers cite this work. Polarity classification is still indexing.
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cs.SE 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
WALL-E uses external library linking via client-server architecture to support ten managed languages in WebAssembly with hundreds-fold speedup over nested runtimes.
citing papers explorer
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Evaluation-Strategy Gap in Fault Diagnosis of Deep Learning Programs
Using a corpus of 5542 fault-injected traces from 38 DL programs, the study finds a 0.19 balanced accuracy gap in fault diagnosis between within-program and cross-program evaluation caused by program-specific feature structures.
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Bringing Managed Language Support to WebAssembly with External Library Linking
WALL-E uses external library linking via client-server architecture to support ten managed languages in WebAssembly with hundreds-fold speedup over nested runtimes.