Mathieu De Coster

Postdoc, Universiteit Gent

Joined

March 2023

Names

Mathieu De Coster (Preferred)

Emails

****@gmail.com (Confirmed)

****@ugent.be (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Postdoc

Universiteit Gent (ugent.be)

2024 – Present

PhD student

Universiteit Gent (ugent.be)

2018 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

sign language recognition

Present

deep learning

Present

Publications

Representing Signs as Signs: One-Shot ISLR to Facilitate Functional Sign Language Technologies
Toon Vandendriessche, Mathieu De Coster, Annelies Lejon, Joni Dambre
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Machine translation from signed to spoken languages: state of the art and challenges
Mathieu De Coster, Dimitar Shterionov, Mieke Van Herreweghe, Joni Dambre
- Univers. Access Inf. Soc. 2024
- Readers: Everyone
Querying A Sign Language Dictionary with Videos Using Dense Vector Search
Mathieu De Coster, Joni Dambre
- ICASSP Workshops 2023
- Readers: Everyone
From Scarcity to Understanding: Transfer Learning for the Extremely Low Resource Irish Sign Language
Ruth Holmes, Ellen Rushe, Mathieu De Coster, Maxim Bonnaerens, Shinichi Satoh, Akihiro Sugimoto, Anthony Ventresque
- ICCV (Workshops) 2023
- Readers: Everyone
Towards the extraction of robust sign embeddings for low resource sign language recognition
Mathieu De Coster, Ellen Rushe, Ruth Holmes, Anthony Ventresque, Joni Dambre
- CoRR 2023
- Readers: Everyone
Trends and Challenges for Sign Language Recognition with Machine Learning
Jérôme Fink, Mathieu De Coster, Joni Dambre, Benoît Frénay
- ESANN 2023
- Readers: Everyone
SignON: Sign Language Translation. Progress and challenges
Vincent Vandeghinste, Dimitar Shterionov, Mirella De Sisto, Aoife Brady, Mathieu De Coster, Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Paolo Scipioni, Aditya Parikh, Louis ten Bosch, John O'Flaherty, Joni Dambre, Jorn Rijckaert, Bram Vanroy, Víctor Ubieto Nogales, Santiago Egea Gómez, Ineke Schuurman, Gorka Labaka, Adrián Núñez-Marcos et al. (3 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 08 Jan 2024
- EAMT 2023
- Readers: Everyone
Leveraging Frozen Pretrained Written Language Models for Neural Sign Language Translation
Mathieu De Coster, Joni Dambre
- Inf. 2022
- Readers: Everyone
Challenges with Sign Language Datasets for Sign Language Recognition and Translation
Mirella De Sisto, Vincent Vandeghinste, Santiago Egea Gómez, Mathieu De Coster, Dimitar Shterionov, Horacio Saggion
- Published: 01 Jan 2022, Last Modified: 08 Jan 2024
- LREC 2022
- Readers: Everyone
Sign Language Translation: Ongoing Development, Challenges and Innovations in the SignON Project
Dimitar Shterionov, Mirella De Sisto, Vincent Vandeghinste, Aoife Brady, Mathieu De Coster, Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Paolo Scipioni, Aditya Parikh, Louis ten Bosch, John O'Flaherty, Joni Dambre, Jorn Rijckaert
- Published: 01 Jan 2022, Last Modified: 08 Jan 2024
- EAMT 2022
- Readers: Everyone

View all 13 publications

Co-Authors

View all 37 co-authors