27 citations · 67 across the 14 of their papers we have counts for
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cs.LG2019★ 5 cited
Data Augmentation by AutoEncoders for Unsupervised Anomaly Detection
Kasra Babaei, ZhiYuan Chen, Tomas Maul
This paper proposes an autoencoder (AE) that is used for improving the performance of once-class classifiers for the purpose of detecting anomalies. Traditional one-class classifie…
cs.LG2019★ 3 cited
Detecting Point Outliers Using Prune-based Outlier Factor (PLOF)
Kasra Babaei, ZhiYuan Chen, Tomas Maul
Outlier detection (also known as anomaly detection or deviation detection) is a process of detecting data points in which their patterns deviate significantly from others. It is co…
cs.CV2019★ 2 cited
A Temporal Attentive Approach for Video-Based Pedestrian Attribute Recognition
Zhiyuan Chen, Annan Li, Yunhong Wang
In this paper, we first tackle the problem of pedestrian attribute recognition by video-based approach. The challenge mainly lies in spatial and temporal modeling and how to integr…