Xiangchao Wang

MCM: Masked Cell Modeling for Anomaly Detection in Tabular Data

This paper addresses the problem of anomaly detection in tabular data, which is usually implemented in an one-class classification setting where the training set only contains normal samples. Inspired by the success of masked image/language modeling in vision and natural language domains, we extend…