2 papers
cs.CV2020
Dynamic Sampling for Deep Metric Learning
Chang-Hui Liang, Wan-Lei Zhao, Run-Qing Chen
Deep metric learning maps visually similar images onto nearby locations and visually dissimilar images apart from each other in an embedding manifold. The learning process is mainl…
cs.LG2019
A Joint Model for IT Operation Series Prediction and Anomaly Detection
Run-Qing Chen, Guang-Hui Shi, Wan-Lei Zhao +1
Status prediction and anomaly detection are two fundamental tasks in automatic IT systems monitoring. In this paper, a joint model Predictor & Anomaly Detector (PAD) is proposed to…