Faouzi Adjed
Université d'Évry-Val d'Essonne
H-index: 7
Europe-France
Top articles of Faouzi Adjed
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models | Adrien Le Coz Houssem Ouertatani Stéphane Herbin Faouzi Adjed | 2024/6/18 | |
DebiAI: Open-Source Toolkit for Data Analysis, Visualisation and Evaluation in Machine Learning | Tom Mansion Raphaël Braud Ahmed Amrani Sabrina Chaouche Faouzi Adjed | 2024/3/10 | |
AI Systems Trustworthiness Assessment: State of the Art | Afef Awadid Kahina Amokrane-Ferka Henri Sohier Juliette Mattioli Faouzi Adjed | 2024/2/21 | |
Geometrically-driven generation of mechanical designs through deep convolutional GANs | Engineering Optimization | Waad Almasri Dimitri Bettebghor Faouzi Adjed Florence Danglade Fakhreddine Ababsa | 2024/1/2 |
Explaining an image classifier with a generative model conditioned by uncertainty | Adrien Le Coz Stéphane Herbin Faouzi Adjed | 2023/9/22 | |
Confiance. ai Days 2022. Booklet of articles & posters | Patrice Aknin Bertrand Braunschweig Loic Cantat Faïcel Chamroukhi Georges Hebrail | 2023/3/10 | |
A data-driven topology optimization approach to handle geometrical manufacturing constraints in the earlier steps of the design phase | Procedia CIRP | Waad Almasri Florence Danglade Dimitri Bettebghor Faouzi Adjed Fakhreddine Ababsa | 2023/1/1 |
Efficient calibration as a binary top-versus-all problem for classifiers with many classes | Adrien Le Coz Stéphane Herbin Faouzi Adjed | 2023/10/13 | |
Deep learning for additive manufacturing-driven topology optimization | Procedia CIRP | Waad Almasri Florence Danglade Dimitri Bettebghor Faouzi Adjed Fakhreddine Ababsa | 2022/1/1 |
On Improving the Robustness of Reinforcement Learning Policies against Adversarial Attacks | Jeong Woo Kim Hyungbo Shim Insoon Yang | 2019/12/11 | |
GMCAD: an original Synthetic Dataset of 2D Designs along their Geometrical and Mechanical Conditions | Procedia Computer Science | Waad Almasri Dimitri Bettebghor Faouzi Adjed Fakhreddine Ababsa Florence Danglade | 2022/1/1 |
Leveraging generative models to characterize the failure conditions of image classifiers | Adrien Le Coz Stéphane Herbin Faouzi Adjed | 2022/7/24 | |
Abstract interpretation limitations for deep neural network robustness evaluation | Faouzi Adjed Mallek Mziou Sallami | 2022/5/28 | |
Towards a Certification of Deep Image Classifiers against Convolutional Attacks | Mallek Mziou-Sallami Faouzi Adjed | 2022 | |
Comparison of Different Fatigue Laws for Probabilistic Modeling of Mechanical Fatigue with Censored Data Using Maximum Likelihood Estimation Method | Ivan Rukavina Faouzi Adjed Charlotte Chabanas Samuel Van De Hel Mohcine Nfaoui | 2022/5/10 | |
Vers une Conception et une Certification d'un Système de Décision Obtenu par Apprentissage par Renforcement Profond | Christophe Bohn Rezzoug Mehdi Jaafra Yesmina Adjed Faouzi Pelliccia Frédéric | 2022/10/11 | |
Integrative System of Deep Classifiers Certification: Case of Convolutional Attacks | Imen Smati Rania Khalsi Mallek Mziou-Sallami Faouzi Adjed Faouzi Ghorbel | 2022/2/3 | |
Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models | Neural Computing and Applications | Faouzi Adjed Mallek Mziou-Sallami Frédéric Pelliccia Mehdi Rezzoug Lucas Schott | 2022/10 |
Vers une Normalisation du Kabyle: Alphabet | Faouzi Adjed | 2021/2/28 | |
Certification of Deep Reinforcement Learning with Multiple Outputs Using Abstract Interpretation and Safety Critical Systems | Faouzi Adjed Frédéric Pelliccia Mehdi Rezzoug Lucas Schott | 2021 |
Co-Authors
