★ The internship will take place within the FOX team of the CRIStAL laboratory at the University of Lille. Advantage: This internship is supposed to be continued with a PhD thesis upon completion Project Description : The project aims to design a neuromorphic system capable of detecting spatio-temporal patterns in…
Starting date: October 2026Application deadline date: March 20th, 2026Final decision date: June 4th, 2026Contact: hugues.patural@univ-st-etienne.fr, olivier.alata@univ-st-etienne.fr Position Overview This PhD project corresponds to a fully funded 3-year doctoral position within the framework of the Doctoral School EDSIS. The thesis will be conducted at Université Jean Monnet, Saint-Étienne, France, with an…
Mots clés : Estimation robuste du signal MT, deep Learning interprétable, traitement adaptatifen contexte bruité, séries temporelles multivariées, suivi électromagnétique des volcans Résumé : L’exploitation des données magnétotelluriques (MT) en contexte fortement bruité reste un défi scientifique majeur, en particulier pour la détection de signaux faibles associés aux dynamiques profondes…
The foundation model (FM) paradigm is undoubtedly a major breakthrough in Machine Learning (ML) for Artificial Intelligence (AI). An FM is a large-scale neural network pre-trained with self-supervision on a vast unannotated dataset and designed to perform downstream tasks with minimal fine-tuning on small annotated datasets. While FMs have made…
Dans le cadre du Collaborative Doctoral Programme entre le JRC et l’Université Bretagne Sud (UBS), nous recrutons trois doctorants ou doctorantes dans le domaine de la vision par ordinateur appliquée à l’observation de la terre avec des applications en soutien aux politiques européennes. Les thèses seront conduites au sein de…
See attached file or link for more details. Academic context IMT Atlantique, internationally recognized for the quality of its research, is a leading general engineering school under the aegis of the Ministry of Industry and Digital Technology, ranked in the three main international rankings (THE, SHANGHAI, QS). Located on three…
Mots-clés : Apprentissage statistique ; imagerie hyperspectrale ; télédétection ; photosymbiose ; vers de Roscoff. Description du sujet : Le ver de Roscoff (Symsagittifera roscoffensis) est un petit organisme marin vivant en photosymbiose avec une microalgue verte (Tetraselmis convolutae), ce qui en fait à la fois un modèle d’étude de…
Host Institution: IMT Atlantique (Brest, France) & INRIA-AIRSEA team (Grenoble, France) Duration: 6 months Pathway: Potential to continue into a fully funded PhD Please refer to the attached file for a detailed description of the project.
The whole PhD subject, including equations and figures, can be found at: https://partage.imt.fr/index.php/s/GQcfXmjY58Zkbbq 1. Context Artificial intelligence (AI) and deep learning approaches have produced impressive results on many problems of computer vision and image processing. The field of remote sensing, which exploits satellite or aerial images for Earth observation, also…
Host Institution: IMT Atlantique (Brest, France) & IGE (Grenoble, France) Duration: 6 months Pathway: Potential to continue into a fully funded PhD About the Project Please refer to the attached file for a detailed description of the project.
