2 papers
cs.CV2025
Spotter+GPT: Turning Sign Spottings into Sentences with LLMs
Ozge Mercanoglu Sincan, Richard Bowden
Sign Language Translation (SLT) is a challenging task that aims to generate spoken language sentences from sign language videos. In this paper, we introduce a lightweight, modular…
cs.CV2025
SignRep: Enhancing Self-Supervised Sign Representations
Ryan Wong, Necati Cihan Camgoz, Richard Bowden
Sign language representation learning presents unique challenges due to the complex spatio-temporal nature of signs and the scarcity of labeled datasets. Existing methods often rel…