Explainable AI Based on Physics and Optimal Transport

Postdoctoral position The aim of this postdoctoral research project is to develop deep learning models that integrate causal and correlation relationships, focusing on enhancing the explainability of AI systems. This research project could also be expanded to explore the application of diffusion-based generative models within the context of explainable AI….

Lire la suite

CDD 18 mois – Ingénieur de Recherche

CESI LINEACT recrute un.e ingénieur.e de recherche pour un contrat de 18 mois avec des compétences en apprentissage machine, vision par ordinateur et traitement d’images. Descriptif des missions Ce recrutement de type CDD 18 mois, s’inscrit dans le cadre du Challenge CoHoMa III proposé par le Battle Lab Terre et…

Lire la suite

Adaptive optics control and learning

Stage M2 Internship supervisors: Eric Thiébaut, Michel Tallon @ : eric.thiebaut@univ-lyon1.fr, mtallon@obs.univ-lyon1.fr Address/Workplace: CRAL – site Charles André : 9 avenue C. André, St Genis Laval Hosting research team: AIRI Internship title: Adaptive optics control and learning Summary of proposed work: Context: Adaptive optics (AO) systems are used by most…

Lire la suite

Direct detection and characterization of exoplanets: statistical learning, multi-epoch and multi-spectral data fusion

Stage M2 Internship supervisors: Olivier Flasseur, Eric Thiébaut, Maud Langlois @ : olivier.flasseur@univ-lyon1.fr, eric.thiebaut@univ-lyon1.fr, maud.langlois@univ-lyon1.fr Address/Workplace: CRAL – site Charles André : 9 avenue C. André, St Genis Laval Hosting research team: AIRI Summary of proposed work: Context: The direct observation of the close environment of stars can reveal the…

Lire la suite

Weakly supervised deep learning for particle detection in fluorescence imaging

Stage M2 Link to the subject: https://images.icube.unistra.fr/img_auth_namespace.php/9/9f/M2_internship_ICube.pdf Context Macromolecular assemblies are large complexes of proteins involved in most cellular processes. The field of structural biology aims to decipher their molecular structure. In particular, the goal is to identify and localize the proteins inside the structure, in order to infer the…

Lire la suite

Analysis of imaging statistical performance for synthetic-aperture observation systems

Stage M2 This internship focuses on the imaging accuracy of synthetic aperture observation systems, in particular Synthetic Aperture Radars (SAR). It aims at establishing new imaging performance assessment tools, by using a parameter estimation framework. More than describing the inherent imaging performance, the indicators derived may serve as guides for…

Lire la suite

Personalised shoulder surgery integrating the scapula shape and bone mineral density

Stage M2/Ingénieur (+thèse) Location: IMT Atlantique and LaTIM (Laboratory of Medical Information Processing), Brest, France Keywords: Medical imaging, Computer vision, Segmentation, Biomechanics As part of the PeRSAPlan project (“Personalised Reverse Shoulder Arthroplasty Planning” funded by the French research Agency), we are recruiting a Master 2 or final-year engineering student for…

Lire la suite