Scientific results
81 documents
- Morayo Adedjouma, Bernard Botella, Javier Ibanez-Guzman, Kevin Mantissa, Chauk-Mean Proum, et al.. Defining operational design domain for autonomous systems: A domain-agnostic and risk-based approach. SOSE 2024 - 19th Annual System of Systems Engineering Conference, Jun 2024, Tacoma, United States. ⟨hal-04613329⟩
- Adrien Le Coz, Houssem Ouertatani, Stéphane Herbin, Faouzi Adjed. Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models. Generative Models for Computer Vision - CVPR 2024 Workshop, Jun 2024, Seattle, United States. pp.7569-7578, ⟨10.1109/CVPRW63382.2024.00752⟩. ⟨hal-04549384v2⟩
- Yassir Idmessaoud, Jean-Loup Farges, Eric Jenn, Vincent Mussot, Anthony Fernandes Pires, et al.. Uncertainty in Assurance Case Pattern for Machine Learning. Embedded Real Time Systems (ERTS), Jun 2024, Toulouse, France. ⟨hal-04584490⟩
- Christophe Gabreau, Marie-Charlotte Teulières, Eric Jenn, Augustin Lemesle, Dumitru Potop-Butucaru, et al.. A study of an ACAS-Xu exact implementation using ED-324/ARP6983. 12th European Congress Embedded Real Time Systems - ERTS 2024, Jun 2024, Toulouse (31000), France. ⟨hal-04584782⟩
- Vincent Mussot, Eric Jenn, Florent Chenevier, Ramon Conejo Laguna, Yassir Id Messaoud, et al.. Assurance Cases to face the complexity of ML-based systems verification. Embedded Real Time System Congress, ERTS'24, Jun 2024, Toulouse, France. ⟨hal-04588599⟩
- Eric Jenn, Floris Thiant, Theo Allouche, Halima Bouzidi, Ramon Conejo-Laguna, et al.. An Evaluation Bench for the Exploration of Machine Learning Deployment Solutions on Embedded Platforms. 12th European Congress Embedded Real Time Systems - ERTS 2024, Jun 2024, Toulouse (31000), France. ⟨hal-04584735⟩
- Rodolphe Gelin. Confiance.ai program software engineering for a trusworthy AI. Producing Artificial Intelligent Systems, 1150, Springer Nature, pp.11-29, 2024, Studies in Computational Intelligence, ⟨10.1007/978-3-031-55817-7_2⟩. ⟨hal-04673313⟩
- Houssem Ouertatani, Cristian Maxim, Smail Niar, El-Ghazali Talbi. Neural Architecture Tuning: A BO-Powered NAS Tool. International Conference in Optimization and Learning (OLA), May 2024, Dubrovnik, Croatia. ⟨hal-04540630⟩
- Pol Labarbarie, Adrien Chan-Hon-Tong, Stéphane Herbin, Milad Leyli-Abadi. Optimal transport based adversarial patch to leverage large scale attack transferability. The International Conference on Learning Representations (ICLR 2024), May 2024, Vienna, Austria. ⟨hal-04467796⟩
- Kevin Pasini, Fateh Kaakai, Paul-Marie Raffi, Thibault Royet, Guillame Bernard. Rule-Based Monitoring. Workshop HyCHA (Hybridation Connaissances, Humain et Apprentissage Statistique), Mar 2024, Gif sur Yvette, France. ⟨hal-04527959⟩
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