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06/19/2023
Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation
Spatial-temporal graph learning has emerged as a promising solution for ...
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11/15/2022
On Inferring User Socioeconomic Status with Mobility Records
When users move in a physical space (e.g., an urban space), they would h...
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11/12/2022
Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning
Detecting anomalous trajectories has become an important task in many lo...
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10/01/2022
RDA: An Accelerated Collision-free Motion Planner for Autonomous Navigation in Cluttered Environments
Motion planning is challenging for autonomous systems in multi-obstacle ...
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12/03/2021
An inverse averaging finite element method for solving the size-modified Poisson-Nernst-Planck equations in ion channel simulations
In this work, we introduce an inverse averaging finite element method (I...
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10/12/2020
Multivariate Time Series Classification with Hierarchical Variational Graph Pooling
Over the past decade, multivariate time series classification (MTSC) has...
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08/06/2020
Deep Learning Based Defect Detection for Solder Joints on Industrial X-Ray Circuit Board Images
Quality control is of vital importance during electronics production. As...
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09/03/2019
PSDNet and DPDNet: Efficient channel expansion, Depthwise-Pointwise-Depthwise Inverted Bottleneck Block
In many real-time applications, the deployment of deep neural networks i...
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07/23/2018