HORIZON-CL4-2021-HUMAN-01-13 | TopicTree (by Ideal-ist)

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HORIZON-CL4-2023-HUMAN-01-21
Next Generation eXtended Reality (RIA)
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MOTIVATION HORIZON-CL4-2021-HUMAN-01-13 Explores large-scale XR models with enhanced interaction and context-awareness, integrating AI for better user engagement. It shares HORIZON-CL4-2023-HUMAN-01-21's emphasis on advancing XR capabilities through innovative hardware and model development.

Call text (as on F&T portal)

View on F&T portal

Expected Outcome

Proposals are expected to contribute to the following outcomes:

Large-scale creation of eXtended Reality models with increased levels of interaction, context awareness, explainable autonomous decisions, human control, privacy and accessibility.
Methodologies, tools and processes to build eXtended Reality services based on these models.
Improved human to human and human to computer eXtended Reality interaction, in both offline and real-time context.

Scope

Recent advances in the field of Artificial Intelligence (AI) giving machines the ability to understand and derive meaning from human languages, have shown that automatic systems can exhibit human‑like performance. Machine translation, speech recognition or personal assistants are now part of our daily lives. Recent progress in AI has also enabled systems to generalise from one task to another, from one language to another, from one modality to another. Large pre-trained multilingual language models can handle different languages, even with little or no training data. The same models can cover completely different language-related tasks, such as text translation or summarisation, speech transcription, or sentiment analysis. Natural language Understanding and Natural Language Generation state-of-art techniques are expected to take advantage of the latest advances in research. Advances in user and environment modelling and progress in data analytics allow systems to be increasingly context-aware and efficiently support users in their decisions.

Drawing on the above-mentioned recent advances, the proposals will:

Develop pre‑trained eXtended Reality models capable of adapting to a large variety of forms of expression, interaction, languages, domains, styles and intent. Taking into account surrounding real or virtual environments, contexts, preferences and abilities of the user, the models will contribute to the general understanding of the environments and users’ knowledge, preferences, believes, abilities, intent and goals.
Demonstrate the adaptation and generalisation of the eXtended Reality models, including through the integration of structured knowledge, by developing solutions capable of carrying genuine human-like interaction before, during and after an eXtended Reality experience.
Integrate the solutions into several eXtended Reality use‑cases scenarios, such as media, collaborative telepresence, learning, personal assistants or information retrieval.

Beyond supporting a large set of languages and modalities, the work will focus on enabling new forms of interactions, avoiding bias, whilst ensuring accessibility, privacy, transparency and explainability.

To compensate the increase of model complexity, the proposed solutions should be energy efficient thanks to optimised protocols and algorithms with equivalent performance during both training and implementation.

The proposal will ensure reproducibility and repeatability of the research results, promote an open data and interfaces standardisation, avoiding narrow de-facto standards and demonstrate clear and efficient integration paths for the European industry take up.

To further extend the application domains, address sector specific constrains, ensure reproducibility and demonstrate their integration paths, proposals are expected to organise a number of competitive calls with financial support to third parties (FSTP) and further extend the use-cases. At least 20% of the funding should be dedicated to FSTP. To that aspect, the consortium will provide guidelines and technical support in engineering integration, testing and validation to support the development of such use-cases.

Specific Topic Conditions:

Activities are expected to start at TRL 2 and achieve TRL 5 by the end of the project – see General Annex B.

Cross-cutting Priorities:

Digital AgendaArtificial IntelligenceSocial sciences and humanities

News flashes

2022-03-30

Call for proposals: HORIZON-CL4-2021-HUMAN-01

Deadline: 21 October 2021

Available budget: EUR 206.000.000

Topic code

Type(s) of action

Budget

HORIZON-CL4-2021-HUMAN-01-01

RIA

36,000,000 €

HORIZON-CL4-2021-HUMAN-01-02

CSA

13,000,000 €

HORIZON-CL4-2021-HUMAN-01-03

RIA

9,000,000 €

HORIZON-CL4-2021-HUMAN-01-04

RIA

12,000,000 €

HORIZON-CL4-2021-HUMAN-01-05

RIA

17,000,000 €

HORIZON-CL4-2021-HUMAN-01-06

IA

26,000,000 €

HORIZON-CL4-2021-HUMAN-01-07

CSA

2,000,000 €

HORIZON-CL4-2021-HUMAN-01-08

CSA

2,000,000 €

HORIZON-CL4-2021-HUMAN-01-09

CSA

1,500,000 €

HORIZON-CL4-2021-HUMAN-01-13

RIA

14,500,000 €

HORIZON-CL4-2021-HUMAN-01-14

RIA

6,000,000 €

HORIZON-CL4-2021-HUMAN-01-17

CSA

1,000,000 €

HORIZON-CL4-2021-HUMAN-01-18

CSA

1,000,000 €

HORIZON-CL4-2021-HUMAN-01-19

CSA

5,000,000 €

HORIZON-CL4-2021-HUMAN-01-20

CSA

2,000,000 €

HORIZON-CL4-2021-HUMAN-01-21

RIA

8,500,000 €

HORIZON-CL4-2021-HUMAN-01-24

RIA

10,000,000 €

HORIZON-CL4-2021-HUMAN-01-25

IA

14,000,000 €

HORIZON-CL4-2021-HUMAN-01-26

RIA

5,000,000 €

HORIZON-CL4-2021-HUMAN-01-27

RIA

13,000,000 €

HORIZON-CL4-2021-HUMAN-01-28

CSA

2,500,000 €

HORIZON-CL4-2021-HUMAN-01-29

CSA

2,500,000 €

HORIZON-CL4-2021-HUMAN-01-30

CSA

1,500,000 €

HORIZON-CL4-2021-HUMAN-01-31

CSA

1,000,000 €

The Commission has now completed the evaluation of the proposals submitted to the above-mentioned call.

The results of the evaluation are as follows:

Number of proposals submitted (including proposals transferred from or to other calls): 206

Number of inadmissible proposals: 4

Number of ineligible proposals: 9

Number of above-threshold proposals: 137

Total budget requested for above-threshold proposals: EUR 673.341.542

We recently informed the applicants about the evaluation results for their proposals.

It is expected that the first grant agreements will be signed by June 2022.

Information on the selected projects will be published on CORDIS [1] after that date.

Please note that the number of proposals that can finally be funded will depend on the finally available budget and the formal selection by the Commission.

For questions, please contact the Research Enquiry Service [2].

[1] Available at http://cordis.europa.eu/projects/home_en.html

[2] Available at http://ec.europa.eu/research/enquiries

2021-11-05

Submissions to call HORIZON-CL4-2021-HUMAN-01

A total of 206 proposals has been submitted to call HORIZON-CL4-2021-HUMAN-01, which closed on 21 October 2021. These proposals, of which the evaluation will be organized over the coming weeks and months, were submitted to the following topics:

HORIZON-CL4-2021-HUMAN-01-01 - Verifiable robustness, energy efficiency and transparency for Trustworthy AI: Scientific excellence boosting industrial competitiveness (AI, Data and Robotics Partnership) (RIA)

38 proposals (indicative budget 36 EUR million)

HORIZON-CL4-2021-HUMAN-01-02 - European coordination, awareness, standardisation & adoption of trustworthy European AI, Data and Robotics (AI, Data and Robotics Partnership) (CSA)

3 proposals (indicative budget 13 EUR million)

HORIZON-CL4-2021-HUMAN-01-03 - European Network of AI Excellence Centres: Pillars of the European AI lighthouse (RIA)

2 proposals (indicative budget 9 EUR million)

HORIZON-CL4-2021-HUMAN-01-04 - Trust & data sovereignty on the Internet (RIA)

7 proposals (indicative budget 12 EUR million)

HORIZON-CL4-2021-HUMAN-01-05 - Trustworthy open search and discovery (RIA)

7 proposals (indicative budget 17 EUR million)

HORIZON-CL4-2021-HUMAN-01-06 - Innovation for Media, including eXtended Reality (IA)

15 proposals (indicative budget 26 EUR million)

HORIZON-CL4-2021-HUMAN-01-07 - Next Generation Internet community-building and outreach (CSA)

7 proposals (indicative budget 2 EUR million)

HORIZON-CL4-2021-HUMAN-01-08 - NGI International Collaboration - Transatlantic fellowship programme (CSA)

2 proposals (indicative budget 2 EUR million)

HORIZON-CL4-2021-HUMAN-01-09 - NGI Tech Review (CSA)

1 proposals (indicative budget 1,5 EUR million)

HORIZON-CL4-2021-HUMAN-01-13 - eXtended Reality Modelling (RIA)

18 proposals (indicative budget 14,5 EUR million)

HORIZON-CL4-2021-HUMAN-01-14 - eXtended Reality for All – Haptics (RIA)

3 proposals (indicative budget 6 EUR million)

HORIZON-CL4-2021-HUMAN-01-17 - Awareness raising on Intellectual property (IP) management for European R&I (CSA)

5 proposals (indicative budget 1 EUR million)

HORIZON-CL4-2021-HUMAN-01-18 - Fostering standardisation to boost European industry's competitiveness (CSA)

4 proposals (indicative budget 1 EUR million)

HORIZON-CL4-2021-HUMAN-01-19 - Testing innovative solutions on local communities’ demand (CSA)

6 proposals (indicative budget 5 EUR million)

HORIZON-CL4-2021-HUMAN-01-20 - Piloting a new industry-academia knowledge exchange focussing on companies’ needs (CSA)

6 proposals (indicative budget 2 EUR million)

HORIZON-CL4-2021-HUMAN-01-21 - Art-driven use experiments and design (RIA)

13 proposals (indicative budget 8,5 EUR million)

HORIZON-CL4-2021-HUMAN-01-24 - Tackling gender, race and other biases in AI (RIA)

24 proposals (indicative budget 10 EUR million)

HORIZON-CL4-2021-HUMAN-01-25 - eXtended Collaborative Telepresence (IA)

6 proposals (indicative budget 14 EUR million)

HORIZON-CL4-2021-HUMAN-01-26 - Workforce skills for industry 5.0 (RIA)

12 proposals (indicative budget 5 EUR million)

HORIZON-CL4-2021-HUMAN-01- 27 - AI to fight disinformation (RIA)

22 proposals (indicative budget 13 EUR million)

HORIZON-CL4-2021-HUMAN-01- 28 - eXtended Reality Ethics, Interoperability and Impact (CSA)

2 proposals (indicative budget 2,5 EUR million)

HORIZON-CL4-2021-HUMAN-01-29 - Support for transnational activities of National Contact Points in the thematic area of Digital (CSA)

1 proposals (indicative budget 2,5 EUR million)

HORIZON-CL4-2021-HUMAN-01-30 - Support for transnational activities of National Contact Points in the thematic area of Industry (CSA)

1 proposals (indicative budget 1,5 EUR million)

HORIZON-CL4-2021-HUMAN-01-31 - Support for transnational activities of National Contact Points in the thematic area of Space (CSA)

1 proposals (indicative budget 1 EUR million)

2021-10-12

Please note that the 'Other annexes' box has been added in the submission system to allow the upload of an Annex with the description of the use of financial support to third parties. The description of the content of this annex is described in the Part B of the Application Form.

This annex should only be uploaded for topics:

HORIZON-CL4-2021-HUMAN-01-03 - European Network of AI Excellence Centres: Pillars of the European AI lighthouse (RIA)

HORIZON-CL4-2021-HUMAN-01-04 -Trust & data sovereignty on the Internet (RIA)

HORIZON-CL4-2021-HUMAN-01-05 -Trustworthy open search and discovery (RIA)

HORIZON-CL4-2021-HUMAN-01-06 -Innovation for Media, including eXtended Reality (IA)

HORIZON-CL4-2021-HUMAN-01-08 -NGI International Collaboration - Transatlantic fellowship programme (CSA)

HORIZON-CL4-2021-HUMAN-01-13 -eXtended Reality Modelling (RIA)

HORIZON-CL4-2021-HUMAN-01-19 - eXtended Reality Learning - Engage and Interact (IA)

HORIZON-CL4-2021-HUMAN-01-20 -Piloting a new industry-academia knowledge exchange focusing on companies' needs (CSA)

HORIZON-CL4-2021-HUMAN-01-21 -Art-driven use experiments and design (RIA)

HORIZON-CL4-2021-HUMAN-01-25 -eXtended Collaborative Telepresence (IA)

Please do not use it for any other topic, the information will be disregarded.

Please note that, by mistake, topicHORIZON-CL4-2021-HUMAN-01-19 was not listed in the previous update

2021-10-04

Please note that the 'Other annexes' box has been added in the submission system to allow the upload of an Annex with the description of the use of financial support to third parties.

The description of the content of this annex is described in the Part B of the Application Form.