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2109.07514
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DeepMetis: Augmenting a Deep Learning Test Set to Increase its Mutation Score
15 September 2021
Vincenzo Riccio
Nargiz Humbatova
Gunel Jahangirova
Paolo Tonella
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Papers citing
"DeepMetis: Augmenting a Deep Learning Test Set to Increase its Mutation Score"
8 / 8 papers shown
Title
Benchmarking Generative AI Models for Deep Learning Test Input Generation
Maryam
Matteo Biagiola
Andrea Stocco
Vincenzo Riccio
VLM
32
3
0
23 Dec 2024
Evaluating the Robustness of Test Selection Methods for Deep Neural Networks
Qiang Hu
Yuejun Guo
Xiaofei Xie
Maxime Cordy
Wei Ma
Mike Papadakis
Yves Le Traon
NoLa
OOD
22
3
0
29 Jul 2023
Testing of Deep Reinforcement Learning Agents with Surrogate Models
Matteo Biagiola
Paolo Tonella
36
19
0
22 May 2023
When and Why Test Generators for Deep Learning Produce Invalid Inputs: an Empirical Study
Vincenzo Riccio
Paolo Tonella
AAML
24
29
0
21 Dec 2022
Hierarchical Distribution-Aware Testing of Deep Learning
Wei Huang
Xingyu Zhao
Alec Banks
V. Cox
Xiaowei Huang
OOD
AAML
34
10
0
17 May 2022
Characterizing and Understanding the Behavior of Quantized Models for Reliable Deployment
Qiang Hu
Yuejun Guo
Maxime Cordy
Xiaofei Xie
Wei Ma
Mike Papadakis
Yves Le Traon
MQ
36
1
0
08 Apr 2022
Simulator-based explanation and debugging of hazard-triggering events in DNN-based safety-critical systems
Hazem M. Fahmy
F. Pastore
Lionel C. Briand
Thomas Stifter
AAML
20
15
0
01 Apr 2022
Distribution-Aware Testing of Neural Networks Using Generative Models
Swaroopa Dola
Matthew B. Dwyer
M. Soffa
32
52
0
26 Feb 2021
1