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…
Guided-Wave Inspired Metasurfaces for Multifunctional Vortex Beam Generation …
Vortex beam, manifesting the characteristic helical phase front and amplitude singularity, carries inherent orbital angular momentum (OAM) and has received intensive research from its generation, d…
Local Oscillator Power Adjustment-Based Adaptive Amplification for Coherent T…
Coherent technology is a promising solution for future 100-Gb/s and even 200-Gb/s single-wavelength time-division multiplexing passive optical network (TDM-PON) systems. One of the key issues for c…
Demonstration of PS-QAM Based Flexible Coherent PON in Burst-Mode With 300G P…
Coherent passive optical network (PON) has been proposed to support the next generation high-speed optical access network owing to the superior receiver sensitivity and thereby the extended power b…
Joint Linear and Nonlinear Equalization Based on Cascaded ANN-MLSE With a Mod…
High-speed optical transmission systems suffer from severe inter-symbol interferences (ISIs) and nonlinear distortions due to the limited bandwidth and the nonlinear response of optical and electri…
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…
Performance Assessments of Joint Linear and Nonlinear Pre-Equalization Scheme…
Nonlinear distortions in passive optical network (PON) systems degrade signal transmission performance. Joint linear and nonlinear pre-equalizers based on the Volterra series, memory polynomials an…
CrowdGAN : Identity-Free Interactive Crowd Video Generation and Beyond
In this paper, we introduce a novel yet challenging research problem, interactive crowd video generation, committed to producing diverse and continuous crowd video, and relieving the difficulty of …
Neural-Network-Based Nonlinear Tomlinson-Harashima Precoding for Bandwidth-Li…
Underwater visible light communication (UVLC) based on light-emitting diodes (LEDs) is considered a potential candidate for underwater wireless data transmission. However, the implementation of hig…
Efficient Global MOT Under Minimum-Cost Circulation Framework
We developed a minimum-cost circulation framework for solving the global data association problem, which plays a key role in the tracking-by-detection paradigm of multi-object tracking (MOT). The g…
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