| 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 | 104 | 2020 |
| 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 | 62 | 2021 |
| 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 | 48 | 2024 |
| 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 | 36 | 2022 |
| 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 | 34 | 2021 |
| Leveraging Frozen Pretrained Written Language Models for Neural Sign Language Translation M De Coster, J Dambre Information 13 (5), 220, 2022 | 14 | 2022 |
| 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 | 13 | 2021 |
| 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 | 11 | 2023 |
| Report on Europe’s Sign Languages V Vandeghinste, M De Sisto, M Kopf, M Schulder, C Brosens, ... | 8 | 2023 |
| 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 | 8 | 2022 |
| 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 | 5 | 2019 |
| 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 | 4 | 2023 |
| 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 | 4 | 2022 |
| 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 | 2 | 2023 |
| 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 | 2 | 2023 |
| Fighting the Borrow Checker M De Coster https://mathieudecoster.com/blog/2017-01-16_fighting-the-borrow-checker.html, 2017 | 2 | 2017 |
| Polyphonic music generation with style transitions using recurrent neural networks M De Coster Ghent University, 2017 | 2 | 2017 |
| Challenges with sign language datasets V Vandeghinste, M De Sisto, SE Gómez, M De Coster Sign Language Machine Translation, 117-139, 2024 | 1 | 2024 |
| 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 | 1 | 2024 |
| 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 | 1 | 2023 |
Joni DambreFull professor, Ghent UniversityVerified email at ugent.be
