Funded Projects › HORIZON
ELLIOT · European Large Open Multi-Modal Foundation Models For Robust Generalization On Arbitrary Data Streams
At the heart of ELLIOT is the development of open Multimodal Generalist Foundation Models (MGFMs): AI systems designed to learn general knowledge and patterns from massive amounts of data of various types — from videos, images, and text to sensor signals, industrial time series, and satellite feeds — and efficiently transfer the generic knowledge learned in generalist manner to a wide variety of downstream tasks. Unlike current foundation models that face significant challenges in terms of generalisation capabilities and support for multimodal data, ELLIOT’s models will be capable of robust generalisation across conditions not seen during the training, coping well with dynamic, noisy, and temporally-evolving multimodal data streams. Real and synthetic data, to mitigate data scarcity, will be leveraged for training MGFMs and for further adapting them for specific downstream tasks in domains like media, earth observation, robot perception, mobility, computer engineering and workflow automation. Real data used for training will include data directly provided by members of the consortium as well as data from relevant European Data Spaces, while complementary synthetic data will be generated by exploiting existing generative AI capabilities as well as new ones developed in the project. European HPC infrastructure is directly included in the consortium to ensure the availability of the necessary computing resources.
Consortium · 36 organisations
ETHNIKO KENTRO EREVNAS KAI TECHNOLOGIKIS ANAPTYXIS
EL · €3,335,000
OPENCHIP SOFTWARE TECHNOLOGIES SL
ES · €326,500
LUDWIG-MAXIMILIANS-UNIVERSITAET MUENCHEN
DE · €596,875
GLOBAZ SA
PT · €401,250
FORSCHUNGSZENTRUM JULICH GMBH
DE · €2,034,438
DEPARTAMENT DE TERRITORI, HABITATGE I TRANSICIO ECOLOGICA
ES · €195,750
INSTITUT JOZEF STEFAN
SI · €700,625
DE VLAAMSE RADIO EN TELEVISIEOMROEPORGANISATIE NV
BE · €465,625
UNIVERSITAT DE VALENCIA
ES · €762,500
DEIMOS SPACE UK LIMITED
UK
DEIMOS ENGINEERING AND SYSTEMS SLU
ES · €494,000
AALTO KORKEAKOULUSAATIO SR
FI · €499,156
ECOLE POLYTECHNIQUE FEDERALE DE LAUSANNE
CH
Voxist
FR · €606,250
VALEO COMFORT AND DRIVING ASSISTANCE
FR · €748,750
EIDGENOESSISCHE TECHNISCHE HOCHSCHULE ZUERICH
CH
CESKE VYSOKE UCENI TECHNICKE V PRAZE
CZ · €937,500
JOHANN WOLFGANG GOETHE-UNIVERSITAET FRANKFURT AM MAIN
DE · €130,443
FUNDACION DE LA COMUNITAT VALENCIANA UNIDAD ELLIS ALICANTE
ES · €596,250
LETXBE
FR · €215,173
NXAI GMBH
AT · €430,345
UNIVERSITA DEGLI STUDI DI TRENTO
IT · €999,375
CISPA - HELMHOLTZ-ZENTRUM FUR INFORMATIONSSICHERHEIT GGMBH
DE · €599,125
EBERHARD KARLS UNIVERSITAET TUEBINGEN
DE · €1,309,375
PRIOR LABS GMBH
DE · €430,345
ELLIS Institute Tübingen gGmbH
DE · €1,487,500
CINECA CONSORZIO INTERUNIVERSITARIO
IT · €343,750
TECHNISCHE UNIVERSITEIT EINDHOVEN
NL · €1,557,443
CENTRE DE VISIO PER COMPUTADOR
ES · €1,005,750
KATHOLIEKE UNIVERSITEIT LEUVEN
BE · €426,250
UNIVERSITA DEGLI STUDI DI MODENA E REGGIO EMILIA
IT · €508,750
ROBOTWIN SRO
CZ · €393,750
BARCELONA SUPERCOMPUTING CENTER CENTRO NACIONAL DE SUPERCOMPUTACION
ES · €900,000
UNIVERSITEIT VAN AMSTERDAM
NL · €1,162,057
CSC-TIETEEN TIETOTEKNIIKAN KESKUS OY
FI · €398,125
DEIMOS SPACE SOCIEDAD LIMITADA UNIPERSONAL
ES
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