Exploratory action MRF-zero Magnetic Resonance Fingerprinting sequence optimization via optimal control Magnetic Resonance Fingerprinting (MRF) is a recent technology which has the potential to become a...
Exploratory action NAP NAP - Apprentissage de représentation pour les données Non Applicable et relationnelles Most machine learning models expect to receive tables with samples in rows and attributes in columns...
Challenge OS Eliminating the Utilization Gap in Data Centers Data centers are today at the heart of all computing, from providing the computing power that...
Exploratory action Réal Réal: algebraic rewriting Rewriting is the part of computer algebra that studies the transformations of mathematical...
Challenge URGE Emergency department patients pathways and care optimization For more than 15 years, emergency departments have been facing a steady increase in their number of...
Exploratory action XGAN Interpretable Representation Learning for Video GANs Despite remarkable progress in generative adversarial networks (GANs), such networks operate...
Exploratory action AEROTouch AErial RObots with the sense of Touch Get ready for a revolution in drone technology! Aerial robots, commonly known as "drones," will be...
Exploratory action AlaMVic Distilling VMs – A Generative Approach to Virtual Machine Construction Language Virtual Machines (VMs) are pervasive in every laptop, server and smart-phone. Industry...
Exploratory action ALPHA-Design Learning physical laws to support design The design of new innovative products generally relies on numerical simulations to predict the...
Exploratory action Backbone Efficient Symbolic Manipulation for Sparse Systems We seek to explicit, and then exploit, potential structural properties of algebraic systems in order...
Exploratory action Comanche Computational Models of Lexical Meaning and Change (COMANCHE) COMANCHE proposes to transfer and adapt recent algorithms of representation learning from deep...
Exploratory action COMPARTIMENTAGE Spatio-Temporal Imaging and Modeling of Signaling Pathway Compartmentalization G protein-coupled receptors (GPCRs) form a large class of membrane receptors mainly targeted by...
Challenge FedMalin Federated MAchine Learning over the INternet (FedMalin) In many use-cases of Machine Learning (ML), data is naturally decentralized: medical data is...
Challenge LearnNet Learning Networks While machine learning is revolutionizing entire sectors of the digital economy and scientific...
Exploratory action LiveIt Feeling and perceiving the symptoms of schizophrenia in augmented reality to reduce stigma The symptoms of schizophrenia are difficult to visualise and this often leads to significant...