Mathieu De Coster

Research

Research output

From Scarcity to Understanding: Transfer Learning for the Extremely Low Resource Irish Sign Language
Ruth Holmes, Ellen Rushe, Mathieu De Coster, Maxim Bonnaerens, Shin'ichi Satoh, Akihiro Sugimoto, Anthony Ventresque
11th Workshop on Assistive Computer Vision and Robotics (ACVR)
2023
Trends and challenges for sign language recognition with machine learning
Jérôme Fink, Mathieu De Coster, Joni Dambre, Benoît Frénay
ESANN
2023
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, Victor Ubieto Nogales, Santiago Egea Gomez, Ineke Schuurman, Gorka Labaka, Adrian Nunez-Marcos, Irene Murtagh, Euan McGill, Horacio Saggion
24th Annual Conference of the European Association for Machine Translation (EAMT)
2023
Towards the extraction of robust sign embeddings for low resource sign language recognition
Mathieu De Coster, Ellen Rushe, Ruth Holmes, Anthony Ventresque, Joni Dambre
arXiv pre-print
2023
Querying a Sign Language Dictionary with Videos using Dense Vector Search
Mathieu De Coster, Joni Dambre
8th Workshop on Sign Language Translation and Avatar Technologies (SLTAT)
2023
Machine Translation from Signed to Spoken Languages: State of the Art and Challenges
Mathieu De Coster, Dimitar Shterionov, Mieke Van Herreweghe, Joni Dambre
Universal Access in the Information Society
2023
BeCoS Corpus: Belgian Covid-19 Sign Language Corpus. A Corpus for Training Sign Language Recognition and Translation
Vincent Vandeghinste, Bob Van Dyck, Mathieu De Coster, Maud Goddefroy, Joni Dambre
Computational Linguistics in the Netherlands (Volume 12)
2022
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
13th Language Resources and Evaluation Conference (LREC)
2022
Progress, Challenges and Innovations of the SignON Project
Vincent Vandeghinste, Mirella De Sisto, Dimitar Shterionov, Aoife Brady, Mathieu De Coster, Lorraine Leeson, Josep Blat, Frankie Picron, Marcello Scipioni, Aditya Parikh, Louis ten Bosch, John O'Flaherty, Joni Dambre, Jorn Rijckaert
32nd Meeting of Computational Linguistics in The Netherlands (CLIN)
2022
A Corpus for Training Sign Language Recognition and Translation: The Belgian Federal COVID-19 Video Corpus
Vincent Vandeghinste, Bob Van Dyck, Mathieu De Coster, Maud Goddefroy
32nd Meeting of Computational Linguistics in The Netherlands (CLIN)
2022
Attention Analysis of a Sign Language Recognition Task on the AUTSL Dataset
Jeanne Coppin, Mathieu De Coster, Joni Dambre
32nd Meeting of Computational Linguistics in The Netherlands (CLIN)
2022
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 Scipioni, Aditya Parikh, Louis ten Bosch, John O'Flaherty, Joni Dambre, Jorn Rijckaert
23rd Annual Conference of the European Association for Machine Translation (EAMT)
2022
Leveraging Frozen Pretrained Written Language Models for Neural Sign Language Translation
Mathieu De Coster, Joni Dambre
Information, 13, 220
2022
Frozen Pretrained Transformers for Neural Sign Language Translation
Mathieu De Coster, Karel D'Oosterlinck, Marija Pizurica, Paloma Rabaey, Severine Verlinden, Mieke Van Herreweghe, Joni Dambre
1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL)
2021
The SignON project: a Sign Language Translation Framework
Dimitar Shterionov, Vincent Vandeghinste, Horacio Saggion, Josep Blat, Mathieu De Coster, Joni Dambre, Henk van den Heuvel, Irene Murtagh, Lorraine Leeson, Ineke Schuurman
31st Meeting of Computational Linguistics in The Netherlands (CLIN)
2021
Isolated Sign Recognition from RGB Video using Pose Flow and Self-Attention
Mathieu De Coster, Mieke Van Herreweghe, Joni Dambre
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops
2021
Sign Language Recognition with Transformer Networks
Mathieu De Coster, Mieke Van Herreweghe, Joni Dambre
12th Language Resources and Evaluation Conference (LREC)
2020
Towards Automatic Sign Language Corpus Annotation Using Deep Learning
Mathieu De Coster, Mieke Van Herreweghe, Joni Dambre
6th Workshop on Sign Language Translation and Avatar Technologies (SLTAT)
2019
Polyphonic music generation with style transitions using recurrent neural networks
Mathieu De Coster
Master's thesis at Ghent University, Faculty of Engineering and Architecture
2017