Keywords : vision foundation models, physics-grounding, computer vision, scene understanding Supervisors : Raoul de Charette (Inria, Paris) and Tuan-Hung Vu (Inria / Valeo.ai, Paris) Description: The objective of the PhD is to improve the explicit understanding of physics in Vision Foundation Models (VFM). While the latter are typically trained on reconstruction…
The CREATIS laboratory announces the opening of a 36-month, fully funded PhD position startingin September 2025. See details in the PDF file on the top right of the page. The full description can be found here. Keywords: Image Reconstruction, Cryogenic Electron Tomography, Modeling, Deep Learning,Computational Imaging, Optimization. Summary: Cryo-electron tomography…
Laboratoire d’accueil / Host Laboratory : ImViA Laboratory, CORES team, 21078, Dijon, France Spécialité du doctorat préparé/Speciality : Instrumentation et informatique de l’image Mots-clefs / Keywords : Cryptosystem, Generative Adversarial Networks (GANs), Deep-fakes, Images, FPGA, Python, C++. Descriptif détaillé de la thèse / Job description Abstract : Detecting and safeguarding against malicious deep-fakes…
Mots-clés : Reconnaissance aveugle de modulation, systèmes de communication adaptatifs, démodulation aveugle, communication acoustique sous-marine discrète Description du projet/sujet d’étude L’identification aveugle de modulation est un domaine où convergent traitement du signal, apprentissage automatique et théorie des communications. Ce domaine vise à résoudre le problème fondamental suivant : « comment un récepteur…
Keywords: geometric deep learning; semantic segmentation Work place:The thesis work will take place in the MLMS (Machine Learning, Modeling & Simulation) research team of the ICube laboratory (The Engineering science, computer science and imaging laboratory) of the University of Strasbourg, a leading research center with more than 300 permanent researchers….
Keywords: geometric deep learning, human modeling Hosting institution:ICube Laboratory (The Engineering science, computer science and imaging laboratory) at the University of Strasbourg is a leading research center in Computer Science, with more than 300 permanent researchers, with the recently opened AI graduate school supported by the French government. Work place:The…
Mots-clefs / Keywords : Cryptosystem, Generative Adversarial Networks (GANs), Deep-fakes, Images, FPGA, Python, C++.
Thesis Title: Improving Facial Expression Recognition Using Explainable AI Techniques Thesis Supervisor: Domitile Lourdeaux, Heudiasyc Laboratory (HEUristics and Diagnostics of Complex Systems) UMR-CNRS 7253, University of Technology of Compiègne UTC Thesis Co-Supervisor: Insaf Setitra, Heudiasyc Laboratory (HEUristics and Diagnostics of Complex Systems) UMR-CNRS 7253, University of Technology of Compiègne UTC…
Titre de la thèse : Améliorer la reconnaissance des expressions faciales grâce à des techniques d’IA explicables Directeur de thèse : Domitile Lourdeaux, Laboratoire Heudiasyc (HEUristique et DIAgnostic des SYstèmes Complexes) UMR-CNRS 7253, Université de Technologie de Compiègne UTC Co-directeur de thèse : Insaf Setitra, Laboratoire Heudiasyc (HEUristique et DIAgnostic des SYstèmes Complexes)…
Joint Research between a surgical robotics startup and the LIRMM Laboratory About the PositionWe are a fast-growing and succesfull start-up in surgical robotics with a mission to help surgeons better treat patients and improve the lives of a large number of people affected by debilitating disease. In a collaboration with…
