5 citations · 5 across the 3 of their papers we have counts for
5 papers · 1 filter
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…
Modelling the Distribution of Human Motion for Sign Language Assessment
Oliver Cory, Ozge Mercanoglu Sincan, Matthew Vowels +7
Sign Language Assessment (SLA) tools are useful to aid in language learning and are underdeveloped. Previous work has focused on isolated signs or comparison against a single refer…
Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation
Ryan Wong, Necati Cihan Camgoz, Richard Bowden
Automatic Sign Language Translation requires the integration of both computer vision and natural language processing to effectively bridge the communication gap between sign and sp…
Giving a Hand to Diffusion Models: a Two-Stage Approach to Improving Conditional Human Image Generation
Anton Pelykh, Ozge Mercanoglu Sincan, Richard Bowden
Recent years have seen significant progress in human image generation, particularly with the advancements in diffusion models. However, existing diffusion methods encounter challen…
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…