308 citations · 856 across the 20 of their papers we have counts for
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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…
AV-SLP: Alignment-Aware Variational Modeling for Disentangled Sign Language Production
Sümeyye Meryem Taşyürek, Enis Mücahid İskender, Hacer Yalim Keles
Building upon recent structural disentanglement frameworks for sign language production, we propose AV-SLP, an alignment-aware variational framework that learns articulator-w…