Abstract: Reliable and timely data collection poses a significant challenge for underwater wireless sensor networks (UWSNs), primarily due to the extremely low data rate of underwater communication ...
Purpose: The primary objective of this project is to implement, train, and optimize Transformer-based architectures from scratch. It aims to bridge the gap between theoretical understanding and ...
This project implements a deep denoising autoencoder entirely from scratch using low-level TensorFlow operations. The goal was to move beyond high-level Keras abstractions and work directly with ...
In this paper, we introduce the world’s first 8K 120-Hz video real-time encoder and decoder that complies with ARIB STD-B32 1) . We evaluated the coding efficiency and demonstrated that 8K 120-Hz ...
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