Taoran Wei
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View article: LeapVAD: A Leap in Autonomous Driving via Cognitive Perception and Dual-Process Thinking
LeapVAD: A Leap in Autonomous Driving via Cognitive Perception and Dual-Process Thinking Open
While autonomous driving technology has made remarkable strides, data-driven approaches still struggle with complex scenarios due to their limited reasoning capabilities. Meanwhile, knowledge-driven autonomous driving systems have evolved …
View article: Defective samples simulation through Neural Style Transfer for automatic surface defect segment
Defective samples simulation through Neural Style Transfer for automatic surface defect segment Open
Owing to the lack of defect samples in industrial product quality inspection, trained segmentation model tends to overfit when applied online. To address this problem, we propose a defect sample simulation algorithm based on neural style t…
View article: Prediction of functional ARMA processes with an application to traffic data
Prediction of functional ARMA processes with an application to traffic data Open
This work is devoted to functional ARMA$(p, q)$ processes and approximating vector models based on functional PCA in the context of prediction. After deriving sufficient conditions for the existence of a stationary solution to both the fun…