6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 6 cited
FrAug: Frequency Domain Augmentation for Time Series Forecasting
Muxi Chen, Zhijian Xu, Ailing Zeng +1
Data augmentation (DA) has become a de facto solution to expand training data size for deep learning. With the proliferation of deep models for time series analysis, various time s…
cs.LG2021
DeepFIB: Self-Imputation for Time Series Anomaly Detection
Minhao Liu, Zhijian Xu, Qiang Xu
Time series (TS) anomaly detection (AD) plays an essential role in various applications, e.g., fraud detection in finance and healthcare monitoring. Due to the inherently unpredict…