Universal Geometric Transfer Learning

Project Information

VEGA

Grant agreement ID: 101087347

DOI

10.3030/101087347

EC signature date 23 May 2023

Start date 1 January 2024

End date 31 December 2028

Funded under

• European Research Council (ERC)

Total cost

€ 1 999 490,00

EU contribution

€ 1 999 490,00

Coordinated by

ECOLE POLYTECHNIQUE
France

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 .

Publications

Conference proceedings (12)

Memory-Scalable and Simplified Functional Map Learning

Author(s): Magnet, Robin; Ovsjanikov, Maks
Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2404.00330

Smoothed Graph Contrastive Learning via Seamless Proximity Integration

Author(s): Behmanesh, Maysam; Ovsjanikov, Maks
Published in: Learning on Graphs (LOG), 2024, 2024
Publisher: Proceedings of Machine Learning Research
DOI: 10.48550/ARXIV.2402.15270

To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of Point Cloud Transfer Learning

Author(s): Souhail Hadgi; Lei Li 0038; Maks Ovsjanikov
Published in: Proc. European Conference on Computer Vision (ECCV), 2024, 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2403.17869

ZeroKey: Point-Level Reasoning and Zero-Shot 3D Keypoint Detection from Large Language Models

Author(s): Gong, Bingchen; Gomez, Diego; Hamdi, Abdullah; Eldesokey, Abdelrahman; Abdelreheem, Ahmed; Wonka, Peter; Ovsjanikov, Maks
Published in: Proc. International Conference on Computer Vision (ICCV), 2025, 2025
Publisher: IEEE
DOI: 10.48550/ARXIV.2412.06292

Self-Supervised Dual Contouring

Author(s): Sundararaman, Ramana; Klokov, Roman; Ovsjanikov, Maks
Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2405.18131

FourieRF: Few-Shot NeRFs via Progressive Fourier Frequency Control

Author(s): Diego Gomez, Bingchen Gong, Maks Ovsjanikov
Published in: 2025 International Conference on 3D Vision (3DV), 2025
Publisher: IEEE
DOI: 10.1109/3DV66043.2025.00061

PoNQ: A Neural QEM-Based Mesh Representation

Author(s): Maruani, Nissim; Ovsjanikov, Maks; Alliez, Pierre; Desbrun, Mathieu
Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2403.12870

GANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space

Author(s): Attaiki, Souhaib; Guerrero, Paul; Ceylan, Duygu; Mitra, Niloy; Ovsjanikov, Maks
Published in: 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
Publisher: IEEE
DOI: 10.48550/ARXIV.2412.16717

Escaping Plato’s Cave: Towards the Alignment of 3D and Text Latent Spaces

Author(s): Souhail Hadgi, Luca Moschella, Andrea Santilli, Diego Gomez, Qixing Huang, Emanuele Rodolà, Simone Melzi, Maks Ovsjanikov
Published in: 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
Publisher: IEEE
DOI: 10.1109/CVPR52734.2025.01846

Back to 3D: Few-Shot 3D Keypoint Detection with Back-Projected 2D Features

Author(s): Wimmer, Thomas; Wonka, Peter; Ovsjanikov, Maks
Published in: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
Publisher: IEEE
DOI: 10.48550/ARXIV.2311.18113

DiffuMatch: Category-Agnostic Spectral Diffusion Priors for Robust Non-rigid Shape Matching

Author(s): Emery Pierson, Lei Li, Angela Dai, Maks Ovsjanikov
Published in: Proc. International Conference on Computer Vision (ICCV), 2025, 2025
Publisher: IEEE
DOI: 10.48550/ARXIV.2507.23715

AtomSurf : Surface Representation for Learning on Protein Structures

Author(s): Vincent Mallet, Souhaib Attaiki, Yangyang Miao, Bruno Correia, Maks Ovsjanikov
Published in: 2025
Publisher: ICLR
DOI: 10.48550/ARXIV.2309.16519

Peer reviewed articles (5)

Computers and Graphics

Author(s): van den Herrewegen, Jarne; Tourwé, Tom; Ovsjanikov, Maks; Wyffels, Francis
Published in: Computers and Graphics, 2024, ISSN 0097-8493
Publisher: Elsevier
DOI: 10.1016/J.CAG.2024.103993

ACM Transactions on Graphics

Author(s): Ramana Sundararaman; Nicolas Donati; Simone Melzi; Etienne Corman; Maks Ovsjanikov
Published in: ACM Transactions on Graphics, 2024, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.48550/ARXIV.2410.08225

ACM Transactions on Graphics

Author(s): Viganò, Giulio; Ovsjanikov, Maks; Melzi, Simone
Published in: ACM Transactions on Graphics, 2025, ISSN 0730-0301
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3730943

MILo: Mesh-In-the-Loop Gaussian Splatting for Detailed and Efficient Surface Reconstruction

Author(s): Antoine Guédon, Diego Gomez, Nissim Maruani, Bingchen Gong, George Drettakis, Maks Ovsjanikov
Published in: ACM Transactions on Graphics, Issue 44, 2025, ISSN 0730-0301
Publisher: Association for Computing Machinery (ACM)
DOI: 10.1145/3763339

Finding antibodies in cryo-EM maps with <tt>CrAI</tt>

Author(s): Vincent Mallet, Chiara Rapisarda, Hervé Minoux, Maks Ovsjanikov
Published in: Bioinformatics, Issue 41, 2025, ISSN 1367-4811
Publisher: Oxford University Press (OUP)
DOI: 10.1093/BIOINFORMATICS/BTAF157