Delivering Healthcare Through Teleconsultations : Implications for Offline He…
Teleconsultations allow patients to search for, receive, and pay for medical consultations virtually. With remote diagnosis and treatment capability, teleconsultations have been proposed as a poten…
Vector Staircase Noise-Like Pulses in an Er/Yb-Codoped Fiber Laser
We report on the experimental observation of vector staircase noise-like pulses (NLPs) produced by an Er/Yb-codoped fiber laser with a nonlinear optical loop mirror (NOLM) as the saturable absorber…
Bayesian Edge Regression in Undirected Graphical Models to Characterize Inter…
It is well established that interpatient heterogeneity in cancer may significantly affect genomic data analyses and in particular, network topologies. Most existing graphical model methods estimate…
Distributed Polarization Characteristic Testing for Optical Closed Loop of Sa…
Distributed polarization characteristic of Sagnac optical closed loop that composed of two polarizing devices– polarization maintaining fiber coil and Y-waveguide, can directly affect the perform…
Graphonomy : Universal Image Parsing via Graph Reasoning and Transfer
Prior highly-tuned image parsing models are usually studied in a certain domain with a specific set of semantic labels and can hardly be adapted into other scenarios ( e . g .sharing discrepant lab…
Probabilistic Graph Attention Network With Conditional Kernels for Pixel-Wise…
Multi-scale representations deeply learned via convolutional neural networks have shown tremendous importance for various pixel-level prediction problems. In this paper we present a novel approach …
Coordinate Descent Method for k-means
k -means method using Lloyd heuristic is a traditional clustering method which has played a key role in multiple downstream tasks of machine learning because of its simplicity. However, Lloyd heuri…
A Closed-Form Approximate Expression for the BEP of BDPSK Signal in Log-Norma…
We develop an average bit error probability (BEP) expression for binary differential phase shift keying (BDPSK) signal in log-normal single-input-single-output laser free-space optical (FSO) commun…
Truncated Robust Principle Component Analysis With A General Optimization Fra…
Recently, several robust principle component analysis (RPCA) models have been proposed to improve the robustness of principle component analysis (PCA). But an important problem that the robustness …
Physical Information-Embedded Deep Learning for Forward Prediction and Invers…
Nanophotonic devices have enabled electromagnetic manipulation with unprecedented accuracy and functionalities. With the increased functionality requirements of such devices and the progress of fab…
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