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Faouzi Adjed
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2020 – today
- 2024
- [c8]Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed:
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. CVPR Workshops 2024: 7569-7578 - [c7]Afef Awadid, Kahina Amokrane-Ferka, Henri Sohier, Juliette Mattioli, Faouzi Adjed, Martin Gonzalez, Souhaiel Khalfaoui:
AI Systems Trustworthiness Assessment: State of the Art. MODELSWARD 2024: 322-333 - [i3]Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed:
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. CoRR abs/2405.02332 (2024) - [i2]Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed:
Leveraging generative models to characterize the failure conditions of image classifiers. CoRR abs/2410.12814 (2024) - [i1]Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed:
Explaining an image classifier with a generative model conditioned by uncertainty. CoRR abs/2410.13871 (2024) - 2022
- [j3]Faouzi Adjed
, Mallek Mziou-Sallami
Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models. Neural Comput. Appl. 34(19): 17129-17144 (2022) - [c6]Imen Smati, Rania Khalsi, Mallek Mziou-Sallami, Faouzi Adjed, Faouzi Ghorbel
Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks. ICAART (Revised Selected Paper 2022: 99-121 - [c5]Mallek Mziou-Sallami, Faouzi Adjed:
Towards a Certification of Deep Image Classifiers against Convolutional Attacks. ICAART (2) 2022: 419-428 - [c4]Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed:
Leveraging generative models to characterize the failure conditions of image classifiers. AISafety@IJCAI 2022 - 2021
- [c3]Waad Almasri
Deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion. IEA/AIE (1) 2021: 222-234 - [c2]Waad Almasri, Dimitri Bettebghor, Faouzi Adjed, Fakhreddine Ababsa, Florence Danglade
GMCAD: an original Synthetic Dataset of 2D Designs along their Geometrical and Mechanical Conditions. ISM 2021: 337-347
2010 – 2019
- 2018
- [j2]Faouzi Adjed
Fusion of structural and textural features for melanoma recognition. IET Comput. Vis. 12(2): 185-195 (2018) - [j1]Syed Jamal Safdar Gardezi
Segmentation of pectoral muscle using the adaptive gamma corrections. Multim. Tools Appl. 77(3): 3919-3940 (2018) - 2016
- [c1]Syed Jamal Safdar Gardezi
Mammogram Classification Using Curvelet GLCM Texture Features and GIST Features. AISI 2016: 705-713
Coauthor Index
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