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DEEP-VISION – DEEP-VISION
The project is led by Frederic Jurie. Frederic Jurie has been full Professor (PRCE French grade) at the University of Caen Normandy, having been a researcher at CNRS from 1994 to 2004 at UMR LASMEA in
Physics-Informed AI for Observation-driven Ocean AnalytiX – OceaniX
Covering more than 70% of earth’s surface, the oceans, especially the upper oceans (e.g., the first few hundred meters below the oceans’ surface), play key roles for the regulation of the earth climat
AI for paedriatric neurorehabilitation – AI-4-CHILD
Artificial intelligence (AI), in its modern form, is profoundly changing many areas, including health. The development of AI for health opens up very promising prospects for improving the quality of c
Intelligent handling of imperfect data – INTENDED
The huge wealth of data available nowadays holds tremendous potential to improve our lives, whether it be by advancing scientific knowledge, improving patient care, or supporting more informed policym
Propositional Reasoning for Large-Scale Optimization. Application to Clean Energy Mobility Issues – Massal'IA
The propositional satisfiability problem (SAT) is fundamental in many fields of Computer Science and particularly in Artificial Intelligence. Thanks to its high reasoning capabilities, SAT is a very c
Transfer Learning from Big data to Small Data: Leveraging Psychiatric Neuroimaging Biomarkers Discovery – Big2small
Unlike many other medical specialties, psychiatry lacks objective quantitative measures (such as blood dosage) to guide clinicians in choosing a therapeutic strategy. Brain anatomy is an imprint of th
Algorithms, Approximations, Sparsity and Sketching for AI – AllegroAssai
Solid algorithmic and mathematical foundations are essential to endow AI systems with guaranteed utility, resource-efficiency and trustworthiness. Exploiting massive data streams requires controlling
Responsible AI – IA Responsable
The chair project will be incorporated into the framework of the European Union's policy on the ethics of artificial intelligence. The European Commission believes that the challenges for Europe in th
Deep learning for computational imaging with emerging image modalities – DeepCIM
Digital and computational imaging is a key technology to help understanding the world around us. This field is likely to know disruptive changes in the coming years due to the emergence of novel imagi
EXPlainable artificial intelligence: a KnowlEdge CompilaTion FoundATION – EXPEKCTATION
The EXPEKCTATION project is about explainable and robust AI. It aims to devise global model-agnostic approaches for interpretable and robust machine learning using knowledge compilation: we seek for g