GPCA : A Probabilistic Framework for Gaussian Process Embedded Channel Attention

Channel attention mechanisms have been commonly applied in many visual tasks for effective performance improvement. It is able to reinforce the informative channels as well as to suppress the usele…

OAM-SDM Solution Toward a Submarine Cable

Determining how to add more signal channels without enlarging the cable volume is continually an issue in managing submarine cables. To improve the cost per bit and the power efficiency, space divi…

Advanced Dropout : A Model-Free Methodology for Bayesian Dropout Optimization

Due to lack of data, overfitting ubiquitously exists in real-world applications of deep neural networks (DNNs). We propose advanced dropout, a model-free methodology, to mitigate overfitting and im…

Experimental Demonstration of Silicon On-Chip MDM-Link Based on Triple Subwav…

With the need for further increase in communication capacity, mode division multiplexing (MDM) technology has become a more promising technical approach. In this paper, we perform an experimental d…

Broadband Silicon Four-Mode (De) Multiplexer Using Subwavelength Grating-Assi…