23 citations · 23 across the 4 of their papers we have counts for
4 papers
Dimensionality Reduction for General KDE Mode Finding
Xinyu Luo, Christopher Musco, Cas Widdershoven
Finding the mode of a high dimensional probability distribution is a fundamental algorithmic problem in statistics and data analysis. There has been particular interest in effi…
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning
Xinyu Luo, Jiaming Zhang, Kailun Yang +3
Autonomous vehicles utilize urban scene segmentation to understand the real world like a human and react accordingly. Semantic segmentation of normal scenes has experienced a remar…
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation
Haobin Tan, Chang Chen, Xinyu Luo +4
Lacking the ability to sense ambient environments effectively, blind and visually impaired people (BVIP) face difficulty in walking outdoors, especially in urban areas. Therefore,…
Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification
Yue Geng, Xinyu Luo
Some deep convolutional neural networks were proposed for time-series classification and class imbalanced problems. However, those models performed degraded and even failed to reco…