Exploratory action REALPRIOREIT Bayesian inference with realistic physiological priors for electrical impedance tomography (EIT) This project aims to use Bayesian inference methods to solve inverse biomedical problems, using...
Exploratory action SIA Computer science in the Anthropocene The term Anthropocene reflects the geological scale of human impacts on the Earth system and...
Exploratory action XGAN Interpretable Representation Learning for Video GANs Despite remarkable progress in generative adversarial networks (GANs), such networks operate...
Exploratory action AoT.js AoT.js: Optimizing Compilation from Higher-Order Programming to Computer Architecture According to the 2022 GitHub statistics, the two most used programming languages are JavaScript...
Exploratory action CircleD Computational Structural Reuse for Circular Design Circular design aims at expanding the lifespan of industrial products through repair and reuse. But...
Challenge EQIP Engineering for Quantum Information Processors Building a functional quantum computer is one of the grand scientific challenges of the 21st century...
Challenge FedMalin Federated MAchine Learning over the INternet (FedMalin) In many use-cases of Machine Learning (ML), data is naturally decentralized: medical data is...
Exploratory action HLI Humanlab Inria The Humanlab Inria (HLI) exploratory action aims to create a model of collaboration between INRIA...
Challenge LearnNet Learning Networks While machine learning is revolutionizing entire sectors of the digital economy and scientific...
Exploratory action MEGAVOLT Machine Learning and Evolution Equations A fierce scientific problem is to build a mathematical and numerical bridge between, on the one hand...
Challenge OcéanIA Artificial Intelligence, Data, and Models for Understanding Oceans and Climate Change There is strong scientific evidence on the adverse effects of climate change on the global ocean...
Challenge PULSE PUshing Low-carbon Services towards the Edge To address climate challenges while meeting the growing need for computing resources, the PULSE...
Exploratory action REPAS New Portrayal of HPC Applications What is the right way to represent an application in order to run it on a highly parallel (typically...