Meta-Wrapper : Differentiable Wrapping Operator for User Interest Selection i…
Click-through rate (CTR) prediction, whose goal is to predict the probability of the user to click on an item, has become increasingly significant in the recommender systems. Recently, some deep le…
Learning With Multiclass AUC : Theory and Algorithms
The Area under the ROC curve (AUC) is a well-known ranking metric for problems such as imbalanced learning and recommender systems. The vast majority of existing AUC-optimization-based machine lear…
Learning Deformable Image Registration From Optimization : Perspective, Modul…
Conventional deformable registration methods aim at solving an optimization model carefully designed on image pairs and their computational costs are exceptionally high. In contrast, recent deep le…
Flat-Top Soliton Frequency Comb Generation Through Intra-Cavity Dispersion En…
Dissipative Kerr cavity soliton and optical frequency comb (OFC) can be generated in fiber cavities or microresonators with anomalous group velocity dispersion (GVD), which has achieved great break…
TL-ANN Based Nonlinear Equalization for Multi-Users Radio Over Fiber System
To mitigate nonlinear distortions in multi-user analog radio over fiber (A-RoF) system, a nonlinear equalizer (NLE) which combines transfer learning (TL) and waveform regression-based artificial ne…
Meta-Learning Assisted Source Domain Optimization for Transfer Learning Based…
Transfer learning (TL) has been demonstrated its feasibility on fast remodeling for fiber nonlinearity equalization. It will be very efficient with fine-tuning rather than retraining when the chann…
Cascade Uni-Traveling-Carrier Photodetector Array for Terahertz Applications
A cascade array structure and depleted layer thickness design method of uni-traveling-carrier photodetector (UTC-PD) for terahertz applications is proposed. The cascade array structure can increase…
Frequency Response Enhancement of Φ-OTDR Using Interval-Sweeping Pulse Equiv…
An interval-sweeping pulse equivalent sampling (ISPES) method based on compressed sensing technique is proposed to enhance the frequency response of phase-sensitive optical time-domain reflectometr…
Watt-Level High-Efficiency Deep-Red Ho3+:ZBLAN Fiber Laser
To date, Ho 3+ -doped fluoride fibers have been investigated as a viable route for deep-red fiber lasers. However, high output performance deep-red fiber lasers around 750 nm have been proven chall…
A Polarization-Insensitive High-Resolution Micro-Spectrometer Using (N + 3) Ã…
Ultra-compact on-chip spectrometers with high resolution and large bandwidth play a crucial role in miniaturized spectroscopic analysis systems. Here we present a novel polarization-insensitive mic…
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