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Researcher
Mathieu De Coster
Profile
Projects
Publications
Activities
Awards & Distinctions
19
Results
2024
Machine translation from signed to spoken languages : state of the art and challenges
Mathieu De Coster
Dimitar Shterionov
Mieke Van Herreweghe
Joni Dambre
A1
Journal Article
in
UNIVERSAL ACCESS IN THE INFORMATION SOCIETY
2024
Machine translation from signed to spoken languages : state of the art and challenges (01 Apr, 10.1007/s10209-023-00992-1, 2023)
Mathieu De Coster
Dimitar Shterionov
Mieke Van Herreweghe
Joni Dambre
Correction
2024
Neural sign language recognition and translation : towards sign language applications powered by artificial intelligence
Mathieu De Coster
Joni Dambre
Mieke Van Herreweghe
Dissertation
2024
2023
From scarcity to understanding : transfer learning for the extremely low resource Irish sign language
R. Holmes
E. Rushe
Mathieu De Coster
Maxim Bonnaerens
S. Satoh
A. Sugimoto
A. Ventresque
P1
Conference
2023
Querying a sign language dictionary with videos using dense vector search
Mathieu De Coster
Joni Dambre
P1
Conference
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
et al.
C1
Conference
2023
Trends and challenges for sign language recognition with machine learning
J. Fink
Mathieu De Coster
Joni Dambre
B. Frénay
C1
Conference
2023
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
C3
Conference
2022
Attention analysis of a sign language recognition task on the AUTSL dataset
Jeanne Coppin
Mathieu De Coster
Joni Dambre
C3
Conference
2022
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
A2
Journal Article
in
COMPUTATIONAL LINGUISTICS IN THE NETHERLANDS JOURNAL
2022
Challenges with sign language datasets for sign language recognition and translation
Mirella De Sisto
Vincent Vandeghinste
Santiago Egea Gomez
Mathieu De Coster
Dimitar Shterionov
Horacio Saggion
P1
Conference
2022
Leveraging frozen pretrained written language models for neural sign language translation
Mathieu De Coster
Joni Dambre
A2
Journal Article
in
INFORMATION
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
et al.
C3
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 Scipioni
Aditya Parikh
et al.
C1
Conference
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
C1
Conference
2021
Isolated sign recognition from RGB video using pose flow and self-attention
Mathieu De Coster
Mieke Van Herreweghe
Joni Dambre
P1
Conference
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
C3
Conference
2021
2020
Sign language recognition with transformer networks
Mathieu De Coster
Mieke Van Herreweghe
Joni Dambre
P1
Conference
2020
2019
Towards automatic sign language corpus annotation using deep learning
Mathieu De Coster
Mieke Van Herreweghe
Joni Dambre
C3
Conference
2019