Publications

622 documents

Cyril Cappi, Noémie Cohen, Mélanie Ducoffe, Christophe Gabreau, Laurent Gardes, et al.. How to design a dataset compliant with an ML-based system ODD?. 12th European Congress on Embedded Real Time Software and Systems, Jun 2024, Toulouse, France. ⟨10.48550/ARXIV.2406.14027⟩. ⟨hal-04614554⟩
Julien Posso, Hugo Kieffer, Nicolas Menga, Omar Hlimi, Sébastien Tarris, et al.. Real-Time Semantic Segmentation of Aerial Images Using an Embedded U-Net: A Comparison of CPU, GPU, and FPGA Workflows. ERTS2024, Jun 2024, Toulouse, France. ⟨hal-04980592⟩
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⟩
Mohammed Belcaid, Eric Bonnafous, Louis Crison, Christophe Faure, Eric Jenn, et al.. Certified ML Object Detection for Surveillance Missions. 12th European Congress on Embedded Real Time Software and Systems, Jun 2024, Toulouse, France. ⟨10.48550/ARXIV.2406.12362⟩. ⟨hal-04614600⟩
Mouhcine Mendil, Paul Novello, Sylvain Leirens, Christophe Duchenne, Patrick Armand. Enhanced deep learning architecture for 3D air pollution dispersion forecasting. HARMO 22 - 22nd International Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Jun 2024, Parnu, Estonia. ⟨cea-04810109⟩
Armand Foucault, Franck Mamalet, François Malgouyres. Quantized Approximately Orthogonal Recurrent Neural Networks. 2024. ⟨hal-04434011v2⟩
Mohamed Kaâniche, Philippe Cuenot, Kevin Delmas, Jean Marc Gabriel, Adrien Gauffriau, et al.. ERTS 2024 - 12th European Congress on Embedded Real Time Software and Systems. 12th European Congress on Embedded Real Time Software and Systems (ERTS 2024), pp.1--489, 2024. ⟨hal-04643654⟩
Amine Aziz-Alaoui, Olivier Roustant, Matthias De Lozzo. A scalable problem to benchmark robust multidisciplinary design optimization techniques. Optimization and Engineering, 2024, 25, pp.941-958. ⟨10.1007/s11081-023-09830-y⟩. ⟨hal-04002825⟩
Gregory Almeida, Marc Cousineau, Nicolas C. Rouger, Sébastien Serpaud, Victor Dos Santos, et al.. Early-stage HF-EMC Simulation Analyses of Common-Mode Current in SiC-Based Motor Drive System for Modern Aircraft Applications. IEEE Transactions on Transportation Electrification, 2024, 10 (2), pp.4393 - 4406. ⟨10.1109/TTE.2023.3311621⟩. ⟨hal-04255888⟩
Karine Labastie, Vincent Schenk, Raffaele D'Elia, Philippe Olivier, Mathias Destarac, et al.. Vitrimers : Potential and Processability. JST Fin de Vie des Composites AMAC, IMT Mines Albi, May 2024, IMT Mines Albi, France. ⟨hal-04808611⟩

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