Margaux Leleu
Margaux Leleu has 2 papers in our library, in 2026; often with Adelaide Couplet, Ariel Basso Madjoukeng, Pierre Poitier.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
Affiliations
🔬Namur Digital InstituteNamur ·
Belgium2026 · 2 papers🎓University of NamurNamur ·
Belgium2026 · 2 papers
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksHuman-Computer Interaction · 2 worksArts and Humanities · 1 workComputer Vision and Pattern Recognition · 1 workDevelopmental and Educational Psychology · 1 workLanguage and Linguistics · 1 workPsychology · 1 work
Works by year
2020s
Papers
- Leveraging Unannotated Sign Language Data via a Robust Data Augmentation Method for Contrastive Representation Learning (2026)
Annotated sign language data is scarce. The paper cites roughly 100 hours of expert work to label a single hour of video, and many of the world's 300+ sign languages are only partially annotated. Contrastive self-supervised pretraining can exploit unlabelled video, but the quality of what it learns depends on how… - Long-Term Sign Language Data Crowdsourcing Through Collaborative Lexicons (2026)
Sign languages such as French Belgian Sign Language (LSFB) have very little digital data. The available corpora are mostly recorded in studios, cost a lot to annotate, and do not keep up with how quickly signing vocabulary changes. Poitier et al. present Mot-Signe (MOSI), a free public French–LSFB lexicon built…
Co-authors here
Venues
- LREC Workshop on the Representation and Processing of Sign Languages: Language in Motion ×2: LREC Workshop on the Representation and Processing of Sign Languages: Language in Motion 2026 ×2
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/margaux-leleu/