Mathieu De Coster

According to our database, Mathieu De Coster authored at least 11 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

CoRR, 2023

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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Querying A Sign Language Dictionary with Videos Using Dense Vector Search.

Mathieu De Coster, Joni Dambre

Proceedings of the IEEE International Conference on Acoustics, 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, Víctor Ubieto Nogales, Santiago Egea Gómez, Ineke Schuurman, Gorka Labaka, Adrián Núñez-Marcos, Irene Murtagh, Euan McGill, Horacio Saggion

Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023

2022

Leveraging Frozen Pretrained Written Language Models for Neural Sign Language Translation.

Mathieu De Coster, Joni Dambre

Inf., 2022

Machine Translation from Signed to Spoken Languages: State of the Art and Challenges.

Mathieu De Coster, Dimitar Shterionov, Mieke Van Herreweghe, Joni Dambre

CoRR, 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

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 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 Paolo Scipioni, Aditya Parikh, Louis ten Bosch, John O'Flaherty, Joni Dambre, Jorn Rijckaert

Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022

2021

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

Proceedings of the 1st International Workshop on Automatic Translation for Signed and Spoken Languages, 2021

Isolated Sign Recognition From RGB Video Using Pose Flow and Self-Attention.

Mathieu De Coster, Mieke Van Herreweghe, Joni Dambre

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Sign Language Recognition with Transformer Networks.

Mathieu De Coster, Mieke Van Herreweghe, Joni Dambre

Proceedings of The 12th Language Resources and Evaluation Conference, 2020