Faouzi Adjed

According to our database, Faouzi Adjed authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Explaining an image classifier with a generative model conditioned by uncertainty.

Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed

CoRR, 2024

AI Systems Trustworthiness Assessment: State of the Art.

Afef Awadid, Kahina Amokrane-Ferka, Henri Sohier, Juliette Mattioli, Faouzi Adjed, Martin Gonzalez, Souhaiel Khalfaoui

Proceedings of the 12th International Conference on Model-Based Software and Systems Engineering, 2024

Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models.

Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2022

Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models.

Faouzi Adjed, Mallek Mziou-Sallami, Frédéric Pelliccia, Mehdi Rezzoug, Lucas Schott, Christophe Bohn, Yesmina Jaâfra

Neural Comput. Appl., 2022

Leveraging generative models to characterize the failure conditions of image classifiers.

Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022

Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks.

Imen Smati, Rania Khalsi, Mallek Mziou-Sallami, Faouzi Adjed, Faouzi Ghorbel

Proceedings of the Agents and Artificial Intelligence - 14th International Conference, 2022

Towards a Certification of Deep Image Classifiers against Convolutional Attacks.

Mallek Mziou-Sallami, Faouzi Adjed

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021

GMCAD: an original Synthetic Dataset of 2D Designs along their Geometrical and Mechanical Conditions.

Waad Almasri, Dimitri Bettebghor, Faouzi Adjed, Fakhreddine Ababsa, Florence Danglade

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

Deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion.

Waad Almasri, Dimitri Bettebghor, Fakhreddine Ababsa, Florence Danglade, Faouzi Adjed

Proceedings of the Advances and Trends in Artificial Intelligence. Artificial Intelligence Practices, 2021

2018

Segmentation of pectoral muscle using the adaptive gamma corrections.

Syed Jamal Safdar Gardezi, Faouzi Adjed, Ibrahima Faye, Nidal S. Kamel, Mohamed Meselhy Eltoukhy

Multim. Tools Appl., 2018

Fusion of structural and textural features for melanoma recognition.

Faouzi Adjed, Syed Jamal Safdar Gardezi, Fakhreddine Ababsa, Ibrahima Faye, Sarat Chandra Dass

IET Comput. Vis., 2018

2016

Mammogram Classification Using Curvelet GLCM Texture Features and GIST Features.

Syed Jamal Safdar Gardezi, Ibrahima Faye, Faouzi Adjed, Nidal S. Kamel, Mohamed Meselhy Eltoukhy

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016