Weimin Shangguan

Semi-Supervised Anomaly Detection Based on Deep Generative Models with Transformer

Ziyi Chen, Ziyi Chen, Weimin Shangguan, 2022, ICIAI.

Transformer-based contrastive learning framework for image anomaly detection

Wentao Fan, Yewang Chen, Weimin Shangguan, 2023, International Journal of Machine Learning and Cybernetics.

Continuous image anomaly detection based on contrastive lifelong learning

N. Bouguila, Wentao Fan, Weimin Shangguan, 2023, Applied Intelligence.