SignFormer-GCN: Continuous Sign Language Translation using Spatio-Temporal Graph Convolutional Networks

Rabeya Akter, Safaeid Hossain Arib, Dr. Sejuti Rahman, Shafin Rahman

Published: 22 Sept 2025, Last Modified: 03 Jan 2026WiML @ NeurIPS 2025EveryoneRevisionsBibTeXCC BY 4.0
Keywords: Sign Language Translation (SLT), Multimodal Learning, Spatio-Temporal Graph Convolutional Networks (STGCN), Transformer, Sequence-to-Sequence Models, Low-Resource Language
Submission Number: 10