56 citations · 105 across the 16 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.LG2021★ 6 cited
Anomaly Detection on IT Operation Series via Online Matrix Profile
Shi-Ying Lan, Run-Qing Chen, Wan-Lei Zhao
Anomaly detection on time series is a fundamental task in monitoring the Key Performance Indicators (KPIs) of IT systems. Many of the existing approaches in the literature show goo…
cs.CV2021
Towards Accurate Localization by Instance Search
Yi-Geng Hong, Hui-Chu Xiao, Wan-Lei Zhao
Visual object localization is the key step in a series of object detection tasks. In the literature, high localization accuracy is achieved with the mainstream strongly supervised…
cs.DC2021
Large-Scale Approximate k-NN Graph Construction on GPU
Hui Wang, Wan-Lei Zhao, Xiangxiang Zeng
k-nearest neighbor graph is a key data structure in many disciplines such as manifold learning, machine learning and information retrieval, etc. NN-Descent was proposed as an effec…