Yixin Chen

Deep Model Transferability from Attribution Maps

2019 · arXiv (Cornell University)

Exploring the transferability between heterogeneous tasks sheds light on their intrinsic interconnections, and consequently enables knowledge transfer from one task to another so as to reduce the training effort of the latter. In this paper, …

Decompose Auto-Transformer Time Series Anomaly Detection for Network Management

2023 · Electronics

Time series anomaly detection through unsupervised methods has been an active research area in recent years due to its enormous potential for networks management. The representation and reconstruction of time series have made extraordinary progress …