Salih Atici — accepted AI-conference papers

2024

Stein Variational Gradient Descent-Based Detection for Random Access with Preambles in MTC

Xin Zhu, Hongyi Pan, Salih Atici, Ahmet Enis Çetin

ICASSP 2024accepted

Traditional preamble detection algorithms have low accuracy in the grant-based random access scheme in massive machine-type communication (mMTC). We present a novel preamble detection algorithm based on Stein variational gradient descent (SVGD) at the second step of the random access procedure. It e…

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2023

Classification of the Cervical Vertebrae Maturation (CVM) Stages Using the Tripod Network

Salih Atici, Hongyi Pan, Mohammed H. Elnagar, Veerasathpurush Allareddy, Omar Suhaym, Rashid Ansari +1

ICASSP 2023accepted

We present a novel deep learning method for fully automated detection and classification of the Cervical Vertebrae Maturation (CVM) stages. The deep convolutional neural network consists of three parallel networks (TriPodNet) independently trained with different initialization parameters. They also…

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