Shuting Tao

SemanticMask: A Contrastive View Design for Anomaly Detection in Tabular Data

Contrastive learning based on data augmentation techniques has recently achieved substantial advancement in learning a representation well-suited for anomaly detection in image domain. However, due to the lack of spatial structure, designing effective data augmentation methods for tabular data remai…