Semi-Supervised Anomaly Detection Based on Deep Generative Models with Transformer. - Weimin Shangguan; Wentao Fan; Ziyi Chen (ICIAI, 2022)

Continuous image anomaly detection based on contrastive lifelong learning. - Wentao Fan; Weimin Shangguan; Nizar Bouguila (Appl. Intell., 2023)

Transformer-based contrastive learning framework for image anomaly detection. - Wentao Fan; Weimin Shangguan; Yewang Chen (Int. J. Mach. Learn. Cybern., 2023)