MixSignGraph, with local, temporal, and hierarchical graph modules plus text-driven CTC pretraining, achieves state-of-the-art results on multiple sign language recognition and translation benchmarks.
Contrastive learning for sign language recognition and translation,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Graph Network for Sign Language Tasks
MixSignGraph, with local, temporal, and hierarchical graph modules plus text-driven CTC pretraining, achieves state-of-the-art results on multiple sign language recognition and translation benchmarks.