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07/18/2023
Optimal Short-Term Forecast for Locally Stationary Functional Time Series
Accurate curve forecasting is of vital importance for policy planning, d...
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09/22/2022
A Spatial-channel-temporal-fused Attention for Spiking Neural Networks
Spiking neural networks (SNNs) mimic brain computational strategies, and...
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07/23/2022
Simultaneous Inference for Time Series Functional Linear Regression
We consider the problem of joint simultaneous confidence band (JSCB) con...
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06/10/2022
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks
Spiking neural networks (SNNs) have demonstrated excellent capabilities ...
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10/12/2021
Monocular Depth Estimation with Sharp Boundary
Monocular depth estimation is the base task in computer vision. It has a...
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03/10/2020
Estimation and Inference of Time-Varying Auto-Covariance under Complex Trend: A Difference-based Approach
We propose a difference-based nonparametric methodology for the estimati...
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04/24/2019
State-domain Change Point Detection for Nonlinear Time Series Regression
Change point detection in time series has attracted substantial interest...
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04/24/2019
State-domain Change Point Detection for Nonlinear Time Series
Change point detection in time series has attracted substantial interest...
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12/21/2015
Research on Scalability of Operating Systems on Multicore Processors
Large number of cores and hardware resource sharing are two characterist...
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08/26/2015
