308 citations · 856 across the 20 of their papers we have counts for
3 papers · 1 filter
ODE-Based Transformer Decoders for Iterative Sign Language Translation
Tuğçe Kızıltepe, Hacer Yalim Keles
Sign language translation has achieved strong results with Transformer architectures, yet recent improvements largely rely on scaling model capacity at the cost of increased comput…
Gloss-Free Representation Learning for Cross-Dataset Sign Spotting
Oğuz Akif Tüfekcioğlu, Ezgi Ekin, Mustafa Kaan Çevik +1
Sign-language research for resource-constrained languages is often limited by the cost of dense linguistic labels such as glosses, temporal boundaries, and sign order. Broadcast ne…
E-TSL: A Continuous Educational Turkish Sign Language Dataset with Baseline Methods
Şükrü Öztürk, Hacer Yalim Keles
This study introduces the continuous Educational Turkish Sign Language (E-TSL) dataset, collected from online Turkish language lessons for 5th, 6th, and 8th grades. The dataset com…