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UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory Embeddings
Spatiotemporal trajectories are sequences of timestamped locations, which enable a variety
of analyses that in turn enable important real-world applications. It is common to map …
of analyses that in turn enable important real-world applications. It is common to map …
Causality-Augmented generalization network with cross-domain meta-learning for interlayer slip** recognition in viscoelastic sandwich structures
Accurate interlayer slip** recognition in viscoelastic sandwich structures (VSSs) is critical
for mechanical equipment's safety and reliability. However, significant domain shifts exist in …
for mechanical equipment's safety and reliability. However, significant domain shifts exist in …
AirRadar: Inferring Nationwide Air Quality in China with Deep Neural Networks
Monitoring real-time air quality is essential for safeguarding public health and fostering
social progress. However, the widespread deployment of air quality monitoring stations is …
social progress. However, the widespread deployment of air quality monitoring stations is …
UniTE: A Survey and Unified Pipeline for Pre-training ST Trajectory Embeddings
Spatio-temporal (ST) trajectories are sequences of timestamped locations, which enable a
variety of analyses that in turn enable important real-world applications. It is common to map …
variety of analyses that in turn enable important real-world applications. It is common to map …
Context-Enhanced Multi-View Trajectory Representation Learning: Bridging the Gap through Self-Supervised Models
Modeling trajectory data with generic-purpose dense representations has become a
prevalent paradigm for various downstream applications, such as trajectory classification …
prevalent paradigm for various downstream applications, such as trajectory classification …
Nature Makes No Leaps: Building Continuous Location Embeddings with Satellite Imagery from the Web
Building location embedding from web-sourced satellite imagery has emerged as an
enduring research focus in web mining. However, most existing methods are inherently …
enduring research focus in web mining. However, most existing methods are inherently …