Faouzi Adjed

17 papers A* 1C 2Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2024 C conf
AI Systems Trustworthiness Assessment: State of the Art.
MODELSWARD
Afef Awadid, Kahina Amokrane-Ferka, Henri Sohier, Juliette Mattioli, Faouzi Adjed, Martin Gonzalez, Souhaiel Khalfaoui
2024 A* conf
Confidence Calibration of Classifiers with Many Classes.
NeurIPS
Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2024 J jnl
Confidence Calibration of Classifiers with Many Classes.
CoRR
Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2024 — conf
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models.
CVPR Workshops
Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed
2024 J jnl
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models.
CoRR
Adrien Le-Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed
2024 J jnl
Explaining an image classifier with a generative model conditioned by uncertainty.
CoRR
Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2024 J jnl
Leveraging generative models to characterize the failure conditions of image classifiers.
CoRR
Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2023 — conf
Explaining an Image Classifier with a Generative Model Conditioned by Uncertainty.
PKDD/ECML Workshops (2)
Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2022 J jnl
Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models.
Neural Comput. Appl.
Faouzi Adjed, Mallek Mziou-Sallami, Frédéric Pelliccia, Mehdi Rezzoug, Lucas Schott, Christophe Bohn, Yesmina Jaâfra
2022 — conf
Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks.
ICAART (Revised Selected Paper
Imen Smati, Rania Khalsi, Mallek Mziou-Sallami, Faouzi Adjed, Faouzi Ghorbel
2022 — conf
Leveraging generative models to characterize the failure conditions of image classifiers.
AISafety@IJCAI
Adrien Le-Coz, Stéphane Herbin, Faouzi Adjed
2022 — conf
Towards a Certification of Deep Image Classifiers against Convolutional Attacks.
ICAART (2)
Mallek Mziou-Sallami, Faouzi Adjed
2021 — conf
Deep Learning Architecture for Topological Optimized Mechanical Design Generation with Complex Shape Criterion.
IEA/AIE (1)
Waad Almasri, Dimitri Bettebghor, Fakhreddine Ababsa, Florence Danglade, Faouzi Adjed
2021 C conf
GMCAD: an original Synthetic Dataset of 2D Designs along their Geometrical and Mechanical Conditions.
ISM
Waad Almasri, Dimitri Bettebghor, Faouzi Adjed, Fakhreddine Ababsa, Florence Danglade
2018 J jnl
Fusion of structural and textural features for melanoma recognition.
IET Comput. Vis.
Faouzi Adjed, Syed Jamal Safdar Gardezi, Fakhreddine Ababsa, Ibrahima Faye, Sarat Chandra Dass
2018 J jnl
Segmentation of pectoral muscle using the adaptive gamma corrections.
Multim. Tools Appl.
Syed Jamal Safdar Gardezi, Faouzi Adjed, Ibrahima Faye, Nidal S. Kamel, Mohamed Meselhy Eltoukhy
2016 — conf
Mammogram Classification Using Curvelet GLCM Texture Features and GIST Features.
AISI
Syed Jamal Safdar Gardezi, Ibrahima Faye, Faouzi Adjed, Nidal S. Kamel, Mohamed Meselhy Eltoukhy