Moteur de recherche d’entreprises européennes
Financement de l’UE (25 M €) : Diversibus Viis Plurima Solvo Hor08/05/2025 Programme de recherche et d'innovation de l'UE « Horizon »
Vue d’ensemble
Texte
Diversibus Viis Plurima Solvo
"Foundation models represent a paradigm shift in AI, exhibiting remarkable capabilities across multiple tasks. Their true potential lies in generalizing across diverse domains and modalities, a largely untapped frontier. DVPS advances this frontier by focusing on multimodal foundation models (MMFM), aiming to harness their capabilities across various application domains. DVPS emphasizes three core benefits of MMFM: label efficiency, compute reusability, and engineering efficiency. However, achieving these benefits in multimodal settings presents challenges such as modality-specific architecture and cross-modal alignment. To overcome these, DVPS aims to develop generalizable methods that work across diverse modalities and domains, creating a unified framework for MMFM development and integrating new modalities into existing models. The project focuses on generating foundational knowledge, delivering tested methods, and creating algorithms to expand MMFM capabilities across domains like cardiology, geo-intelligence, and language communication. DVPS also includes two ""surprise domains"" to drive innovation by challenging initial assumptions. Key objectives include the development of AutoDVPS, a toolkit for automated MMFM design, and the creation of DVPSBench, a benchmarking suite for evaluating MMFM across tasks and domains. DVPS aims to foster a European ecosystem for MMFM research, promoting transparency, fairness, and ethical compliance in line with European values. Through collaboration and open-source contributions, DVPS seeks to standardize and advance MMFM as a scientifically rigorous discipline."
| ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE | ? |
| Akademia Gorniczo-Hutnicza im. Stanislawa Staszica w Krakowie | 1 970 036 € |
| Data Valley Consulting Srl | 382 500 € |
| Fondazione Bruno Kessler | 1 349 000 € |
| Fundacio Hospital Universitari Vall D'Hebron - Institut de Recerca | 462 500 € |
| Imperial College of Science Technology and Medicine | 263 688 € |
| KARLSRUHER INSTITUT FUER TECHNOLOGIE | 1 868 966 € |
| Lynkeus | 615 375 € |
| Meteorological AND Environmental Earth Observation Srl | 276 750 € |
| PI School Srl | 5 405 006 € |
| Sistema GmbH | 502 250 € |
| STICHTING AMSTERDAM UMC | 748 875 € |
| The Alan Turing Institute | 1 272 288 € |
| The Chancellor, Masters and Scholars of the University of Oxford | 2 561 659 € |
| Translated Srl | 4 054 321 € |
| Universitat de Barcelona | 695 036 € |
| UNIVERSITATSKLINIKUM HEIDELBERG | 1 008 875 € |
| Vlaamse Instelling Voor Technologisch Onderzoek N.V. | 1 543 525 € |
https://cordis.europa.eu/project/id/101213369
Cette annonce se réfère à une date antérieure et ne reflète pas nécessairement l’état actuel. L’état actuel est présenté à la page suivante : Ecole Polytechnique Federale de Lausanne, Lausanne, Suisse.