Language Augmentation for Humanverse

Project Information

LUMINOUS

Grant agreement ID: 101135724

DOI

10.3030/101135724

EC signature date 23 October 2023

Start date 1 January 2024

End date 31 December 2026

Funded under

• Digital, Industry and Space

Total cost

€ 5 603 706,25

EU contribution

€ 5 603 706,25

Coordinated by

DEUTSCHES FORSCHUNGSZENTRUM FUR KUNSTLICHE INTELLIGENZ GMBH
Germany

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (7)

Intermediate report on virtual avatar rendering and animation

This first report presents the results and approached developed for the creation of realistic avatar rendering using hybrid structures (mesh + neural rendering).

Report on the identification of evaluation metrics and dataset collections

The report presents the collected MLLM datasets, which will be used for the system development and tests, and later for the trials.Moreover it will propose a meaningful metric for the evaluation of the implemented neural networks.

LUMINOUS Impact Master Plan

"The report ""LUMINOUS Impact Master Plan"" defines the strategy and measures for ensuring the maximum impact of the project. This includes dissemination and communication strategy (Communication and Dissemination Plan), identification of synergy effects with other related projects and a first Exploitation Plan."

POPD - Requirement No. 2

The report presents the requirements related to the Protection of Personal Data of the persons involved in the trials. This will include the description of the anonymisation/pseudonymisation techniques that will be implemented in the project and all related compliance issues to safeguard the rights of the subjects.

Trustworthy AI - Requirement No. 3

The deliverable provides an overview of the investigation of the framework for LUMINOUS applications for compliance with Trustworthy AI.

Humans(H) - Requirement No. 1

The deliverable present the details about how the consent of the participants will be acquired in accordance with the regulations and ethics principles.

LUMINOUS Dissemination and Communication Interim Report

The report provides a mid-term overview of the reached dissemination and communication activities and will be use to refine the overall strategy.

Publications

Conference proceedings (13)

Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection

Author(s): Tahira Shehzadi, Khurram Azeem Hashmi, Didier Stricker, Muhammad Zeshan Afzal
Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Publisher: IEEE
DOI: 10.1109/CVPR52733.2024.00558

PixT3: Pixel-based Table-To-Text Generation

Author(s): Iñigo Alonso, Eneko Agirre, Mirella Lapata
Published in: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Publisher: Association for Computational Linguistics
DOI: 10.18653/V1/2024.ACL-LONG.364

Compact 3D Scene Representation via Self-Organizing Gaussian Grids

Author(s): Wieland Morgenstern, Florian Barthel, Anna Hilsmann, Peter Eisert
Published in: European Conference on Computer Vision (ECCV 2024), 2024
Publisher: Springer Science+Business Media
DOI: 10.1007/978-3-031-73013-9_2

STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries

Author(s): Tahira Shehzadi, Khurram Azeem Hashmi, Shalini Sarode, Didier Stricker, Muhammad Zeshan Afzal
Published in: International Conference on Computer Vision, ICCV 2025, 2025
Publisher: IEEE Computer Society in cooperation with the Computer Vision Foundation (CVF)

Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts

Author(s): Mohammad Sadil Khan, Sankalp Sinha, Talha Uddin Sheikh, Didier Stricker, Sk Aziz Ali, Muhammad Zeshan Afzal
Published in: NeurIPS 2024 - Neural Information Processing Systems, 2024
Publisher: Curran Associates

Multi-Resolution Generative Modeling of Human Motion from Limited Data

Author(s): David Eduardo Moreno-Villamarin, Anna Hilsmann, Peter Eisert
Published in: Proceedings of 21st ACM SIGGRAPH Conference on Visual Media Production, 2025
Publisher: ACM
DOI: 10.1145/3697294.3697309

Improving Adaptive Density Control for 3D Gaussian Splatting

Author(s): Glenn Grubert, Florian Barthel, Anna Hilsmann, Peter Eisert
Published in: Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2025
Publisher: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013308500003912

Gaussian Splatting Decoder for 3D-aware Generative Adversarial Networks

Author(s): Florian Barthel, Arian Beckmann, Wieland Morgenstern, Anna Hilsmann, Peter Eisert
Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
Publisher: IEEE
DOI: 10.1109/CVPRW63382.2024.00794

Realtime-Rendering of Dynamic Scenes with Neural Radiance Fields

Author(s): Kilian L. Krause, Wieland Morgenstern, Anna Hilsmann, Peter Eisert
Published in: 2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), 2025
Publisher: IEEE
DOI: 10.1109/VRW66409.2025.00345

Conversational Tutoring in VR Training: The Role of Game Context and State Variables

Author(s): Maia Aguirre, Ariane Méndez, Aitor García-Pablos, Montse Cuadros, Arantza del Pozo, Oier Lopez de Lacalle, Ander Salaberria, Jeremy Barnes, Pablo Martínez, Muhammad Zeshan Afzal
Published in: 15th International Workshop on Spoken Dialogue Systems Technology, 2025
Publisher: Association for Computational Linguistics

MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation

Author(s): Sankalp Sinha, Mohammad Sadil Khan, Muhammad Usama, Shino Sam, Didier Stricker, Sk Aziz Ali, Muhammad Zeshan Afzal
Published in: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Publisher: IEEE
DOI: 10.1109/CVPR52734.2025.00759

BiVLC: Extending Vision-Language Compositionality Evaluation with Text-to-Image Retrieval

Author(s): Imanol Miranda, Ander Salaberria, Eneko Agirre, Gorka Azkune
Published in: NeurIPS 2024 - Neural Information Processing Systems, 2024
Publisher: Curran Associates

Vision-Language Models Struggle to Align Entities across Modalities

Author(s): Iñigo Alonso, Gorka Azkune, Ander Salaberria, Jeremy Barnes, Oier Lopez De Lacalle
Published in: Findings of the Association for Computational Linguistics: ACL 2025, 2025
Publisher: Association for Computational Linguistics
DOI: 10.18653/V1/2025.FINDINGS-ACL.965

Peer reviewed articles (2)

3DGS.zip: A survey on 3D Gaussian Splatting Compression Methods

Author(s): M. T. Bagdasarian, P. Knoll, Y. Li, F. Barthel, A. Hilsmann, P. Eisert, W. Morgenstern
Published in: Computer Graphics Forum, Issue 44, 2025, ISSN 0167-7055
Publisher: Wiley
DOI: 10.1111/CGF.70078

Next Generation XR Systems—Large Language Models Meet Augmented and Virtual Reality

Author(s): Muhamamd Zeshan Afzal, SK Aziz Ali, Didier Stricker, Peter Eisert, Anna Hilsmann, Daniel Perez-Marcos, Marco Bianchi, Sonia Crottaz-Herbette, Roberto De Ioris, Eleni Mangina, Mirco Sanguineti, Ander Salaberria, Oier Lopez de Lacalle, Aitor García-Pablos, Montse Cuadros
Published in: IEEE Computer Graphics and Applications, Issue 45, 2025, ISSN 0272-1716
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/MCG.2025.3548554