3 papers
cs.CL2025
SSL-SSAW: Self-Supervised Learning with Sigmoid Self-Attention Weighting for Question-Based Sign Language Translation
Zekang Liu, Wei Feng, Fanhua Shang +3
Sign Language Translation (SLT) bridges the communication gap between deaf people and hearing people, where dialogue provides crucial contextual cues to aid in translation. Buildin…
cs.CV2024
CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation
Lianyu Hu, Wei Feng, Liqing Gao +2
In sign language, the conveyance of human body trajectories predominantly relies upon the coordinated movements of hands and facial expressions across successive frames. Despite th…
cs.CV2024
Improving Continuous Sign Language Recognition with Adapted Image Models
Lianyu Hu, Tongkai Shi, Liqing Gao +2
The increase of web-scale weakly labelled image-text pairs have greatly facilitated the development of large-scale vision-language models (e.g., CLIP), which have shown impressive…