3 papers
cs.CV2026
Sign Language Recognition in the Age of LLMs
Vaclav Javorek, Jakub Honzik, Ivan Gruber +2
Recent Vision Language Models (VLMs) have demonstrated strong performance across a wide range of multimodal reasoning tasks. This raises the question of whether such general-purpos…
cs.CV2025
Saudi Sign Language Translation Using T5
Ali Alhejab, Tomas Zelezny, Lamya Alkanhal +7
This paper explores the application of T5 models for Saudi Sign Language (SSL) translation using a novel dataset. The SSL dataset includes three challenging testing protocols, enab…
cs.CV2025
Exploring Pose-based Sign Language Translation: Ablation Studies and Attention Insights
Tomas Zelezny, Jakub Straka, Vaclav Javorek +3
Sign Language Translation (SLT) has evolved significantly, moving from isolated recognition approaches to complex, continuous gloss-free translation systems. This paper explores th…