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Taxonomy of Real Faults in Deep Learning Systems

Taxonomy of Real Faults in Deep Learning Systems

Nargiz Humbatova
Gunel Jahangirova
Gabriele Bavota
Vincenzo Riccio
Andrea Stocco
Paolo Tonella
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Papers citing "Taxonomy of Real Faults in Deep Learning Systems"

5 / 5 papers shown
Title
DANDI: Diffusion as Normative Distribution for Deep Neural Network Input
DANDI: Diffusion as Normative Distribution for Deep Neural Network Input
Somin Kim
Shin Yoo
105
0
0
05 Feb 2025
Demystifying Issues, Causes and Solutions in LLM Open-Source Projects
Demystifying Issues, Causes and Solutions in LLM Open-Source Projects
Yangxiao Cai
Peng Liang
Yifei Wang
Zengyang Li
Mojtaba Shahin
67
2
0
25 Sep 2024
Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification
Predicting Safety Misbehaviours in Autonomous Driving Systems using Uncertainty Quantification
Ruben Grewal
Paolo Tonella
Andrea Stocco
78
12
0
29 Apr 2024
A Comprehensive Study on Deep Learning Bug Characteristics
A Comprehensive Study on Deep Learning Bug Characteristics
Md Johirul Islam
Giang Nguyen
Rangeet Pan
Hridesh Rajan
ELM
44
299
0
03 Jun 2019
Software Engineering Challenges of Deep Learning
Software Engineering Challenges of Deep Learning
Anders Arpteg
B. Brinne
L. Crnkovic-Friis
J. Bosch
71
174
0
29 Oct 2018

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