308 citations · 856 across the 20 of their papers we have counts for
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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…
Disentangle and Regularize: Sign Language Production with Articulator-Based Disentanglement and Channel-Aware Regularization
Sumeyye Meryem Tasyurek, Tugce Kiziltepe, Hacer Yalim Keles
In this work, we propose DARSLP, a simple gloss-free, transformer-based sign language production (SLP) framework that directly maps spoken-language text to sign pose sequences. We…
Adversarial Sparse Teacher: Defense Against Distillation-Based Model Stealing Attacks Using Adversarial Examples
Eda Yilmaz, Hacer Yalim Keles
We introduce Adversarial Sparse Teacher (AST), a robust defense method against distillation-based model stealing attacks. Our approach trains a teacher model using adversarial exam…
SVInvNet: A Densely Connected Encoder-Decoder Architecture for Seismic Velocity Inversion
Mojtaba Najafi Khatounabad, Hacer Yalim Keles, Selma Kadioglu
This study presents a deep learning-based approach to seismic velocity inversion problem, focusing on both noisy and noiseless training datasets of varying sizes. Our Seismic Veloc…