Generative Pre-Training of Time-Series Data for Unsupervised Fault Detection in Semiconductor Manufacturing

Sewoong Lee, JinKyou Choi, Min Su Kim

This paper introduces TRACE-GPT, which stands for Time-seRies Anomaly-detection with Convolutional Embedding and Generative Pre-trained Transformers. TRACE-GPT is designed to pre-t…