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Mathieu De Coster
Mathieu De Coster
Postdoctoral Robotics and AI researcher, Ghent University
ugent.be üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Sign Language Recognition with Transformer Networks
M De Coster, M Van Herreweghe, J Dambre
Proceedings of The 12th Language Resources and Evaluation Conference, 6018-6024, 2020
1092020
Isolated Sign Recognition from RGB Video using Pose Flow and Self-Attention
M De Coster, M Van Herreweghe, J Dambre
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
682021
Machine translation from signed to spoken languages: State of the art and challenges
M De Coster, D Shterionov, M Van Herreweghe, J Dambre
Universal Access in the Information Society 23 (3), 1305-1331, 2024
532024
Frozen Pretrained Transformers for Neural Sign Language Translation
M De Coster, K D’Oosterlinck, M Pizurica, P Rabaey, S Verlinden, ...
Proceedings of the 1st International Workshop on Automatic Translation for …, 2021
372021
Challenges with Sign Language Datasets for Sign Language Recognition and Translation
M De Sisto, V Vandeghinste, S Egea Gómez, M De Coster, D Shterionov, ...
Proceedings of the 13th International Conference on Language Resources and …, 2022
362022
Leveraging Frozen Pretrained Written Language Models for Neural Sign Language Translation
M De Coster, J Dambre
Information 13 (5), 220, 2022
172022
The SignON project: a Sign Language Translation Framework
D Shterionov, V Vandeghinste, H Saggion, J Blat, M De Coster, J Dambre, ...
31st Meeting of Computational Linguistics in The Netherlands, 2021
142021
Towards the extraction of robust sign embeddings for low resource sign language recognition
M De Coster, E Rushe, R Holmes, A Ventresque, J Dambre
arXiv preprint arXiv:2306.17558, 2023
122023
BeCoS Corpus: Belgian Covid-19 Sign Language Corpus. A Corpus for Training Sign Language Recognition and Translation
V Vandeghinste, B Van Dyck, M De Coster, M Goddefroy, J Dambre
Computational Linguistics in the Netherlands Journal 12, 7-17, 2022
82022
Report on Europe’s Sign Languages
V Vandeghinste, M De Sisto, M Kopf, M Schulder, C Brosens, ...
72023
Towards Automatic Sign Language Corpus Annotation Using Deep Learning
M De Coster, M Van Herreweghe, J Dambre
6th Workshop on Sign Language Translation and Avatar Technology, 2019
52019
SignON: Sign Language Translation. Progress and challenges.
V Vandeghinste, D Shterionov, M De Sisto, A Brady, M De Coster, ...
Proceedings of the 24th Annual Conference of the European Association for …, 2023
42023
Sign language translation: Ongoing development, challenges and innovations in the signon project
D Shterionov, M De Sisto, V Vandeghinste, A Brady, M De Coster, ...
23rd Annual Conference of the European Association for Machine Translation …, 2022
42022
Querying A Sign Language Dictionary with Videos Using Dense Vector Search
M De Coster, J Dambre
2023 IEEE International Conference on Acoustics, Speech, and Signal …, 2023
32023
From Scarcity to Understanding: Transfer Learning for the Extremely Low Resource Irish Sign Language
R Holmes, E Rushe, M De Coster, M Bonnaerens, S Satoh, A Sugimoto, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
32023
Fighting the Borrow Checker
M De Coster
https://mathieudecoster.com/blog/2017-01-16_fighting-the-borrow-checker.html, 2017
22017
Polyphonic music generation with style transitions using recurrent neural networks
M De Coster
Ghent University, 2017
22017
Challenges with sign language datasets
V Vandeghinste, M De Sisto, SE Gómez, M De Coster
Sign Language Machine Translation, 117-139, 2024
12024
SignON–a Co-creative Machine Translation for Sign and Spoken Languages (end-of-project results, contributions and lessons learned)
D Shterionov, V Vandeghinste, M Sisto, A Brady, M De Coster, L Leeson, ...
Proceedings of the 25th Annual Conference of the European Association for …, 2024
12024
Trends and challenges for sign language recognition with machine learning
J Fink, M De Coster, J Dambre, B Frénay
ESANN2023, the European Symposium on Artificial Neural Networks …, 2023
12023
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