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DVPS · Horizon Europe grant · 2025-07-01–2029-06-30

EC contribution

€24,980,650

Total cost

€24,980,650

Beneficiaries

20
About the data

Source: CORDIS (official EU open data), Horizon Europe. Framework HORIZON · call HORIZON-CL4-2024-HUMAN-03 · scheme HORIZON-RIA · topic HORIZON-CL4-2024-HUMAN-03-01. CORDIS record →

Objective

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.""

Beneficiaries (20)

OrganisationCountryRoleEC contributionSME
TRANSLATED SRL IT coordinator €3,131,071 Yes
PI SCHOOL SRL IT participant €5,405,006
THE CHANCELLOR, MASTERS AND SCHOLARS OF THE UNIVERSITY OF OXFORD UK participant €2,561,659
AKADEMIA GORNICZO-HUTNICZA IM. STANISLAWA STASZICA W KRAKOWIE PL participant €1,970,036
KARLSRUHER INSTITUT FUER TECHNOLOGIE DE participant €1,868,966
VLAAMSE INSTELLING VOOR TECHNOLOGISCH ONDERZOEK N.V. BE participant €1,543,525
FONDAZIONE BRUNO KESSLER IT participant €1,349,000
THE ALAN TURING INSTITUTE UK participant €1,272,288
UNIVERSITATSKLINIKUM HEIDELBERG DE participant €1,008,875
deepset GmbH DE participant €923,250 Yes
STICHTING AMSTERDAM UMC NL participant €748,875
UNIVERSITAT DE BARCELONA ES participant €695,036
LYNKEUS IT participant €615,375 Yes
SISTEMA GMBH AT participant €502,250 Yes
FUNDACIO HOSPITAL UNIVERSITARI VALL D'HEBRON - INSTITUT DE RECERCA ES participant €462,500
DATA VALLEY CONSULTING SRL IT participant €382,500
METEOROLOGICAL AND ENVIRONMENTAL EARTH OBSERVATION SRL IT participant €276,750 Yes
IMPERIAL COLLEGE OF SCIENCE TECHNOLOGY AND MEDICINE UK participant €263,688
ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE CH associatedPartner
EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH CH associatedPartner

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