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Florian Tambon

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Bugs in Large Language Models Generated Code: An Empirical Study

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Mar 18, 2024
Florian Tambon, Arghavan Moradi Dakhel, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Giuliano Antoniol

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Deep Learning Model Reuse in the HuggingFace Community: Challenges, Benefit and Trends

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Jan 24, 2024
Mina Taraghi, Gianolli Dorcelus, Armstrong Foundjem, Florian Tambon, Foutse Khomh

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GIST: Generated Inputs Sets Transferability in Deep Learning

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Nov 01, 2023
Florian Tambon, Foutse Khomh, Giuliano Antoniol

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Bug Characterization in Machine Learning-based Systems

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Jul 26, 2023
Mohammad Mehdi Morovati, Amin Nikanjam, Florian Tambon, Foutse Khomh, Zhen Ming, Jiang

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Mutation Testing of Deep Reinforcement Learning Based on Real Faults

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Jan 13, 2023
Florian Tambon, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Giuliano Antonio

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A Probabilistic Framework for Mutation Testing in Deep Neural Networks

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Aug 11, 2022
Florian Tambon, Foutse Khomh, Giuliano Antoniol

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Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow

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Dec 26, 2021
Florian Tambon, Amin Nikanjam, Le An, Foutse Khomh, Giuliano Antoniol

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How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review

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Aug 03, 2021
Florian Tambon, Gabriel Laberge, Le An, Amin Nikanjam, Paulina Stevia Nouwou Mindom, Yann Pequignot, Foutse Khomh, Giulio Antoniol, Ettore Merlo, François Laviolette

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HOMRS: High Order Metamorphic Relations Selector for Deep Neural Networks

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Jul 10, 2021
Florian Tambon, Giulio Antoniol, Foutse Khomh

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