Deep one-class classification via interpolated Gaussian descriptor

by CHEN, Yuanhong, TIAN, Yu, PANG, Guansong, CARNEIRO, Gustavo
Published 2022

Pixel-wise energy-biased abstention learning for anomaly segmentation on complex urban driving scenes

by TIAN, Yu, LIU, Yuyuan, PANG, Guansong, LIU, Fengbei, CHEN, Yuanhong, CARNEIRO, Gustavo
Published 2022

Weakly-supervised video anomaly detection with contrastive learning of long and short-range temporal features

by TIAN, Yu, PANG, Guansong, CHEN, Yuanhong, SINGH, Rajvinder, VERJANS, Johan W., CARNEIRO, Gustavo
Published 2021

Self-supervised multi-class pre-training for unsupervised anomaly detection and segmentation in medical images

by TIAN, Yu, LIU, Fengbei, PANG, Guansong, CHEN, Yuanhong, LIU, Yuyuan, VERJANS, Johan W., SINGH, Rajvinder
Published 2021

Contrastive transformer-based multiple instance learning for weakly supervised polyp frame detection

by YU, Tian, PANG, Guansong, LIU, Fengbei, LIU, Yuyuan, WANG, Chong, CHEN, Yuanhong, VERJANS, Johan, CARNEIRO, Gustavo
Published 2022

Constrained contrastive distribution learning for unsupervised anomaly detection and localisation in medical images

by TIAN, Yu, PANG, Guansong, LIU, Fengbei, CHEN, Yuanhong, SHIN, Seon Ho, VERJANS, Johan W., SINGH, Rajvinder
Published 2021

Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images

by TIAN, Yu, LIU, Fengbei, PANG, Guansong, CHEN, Yuanhong, LIU, Yuyuan, VERJANS, Johan W., SINGH, Rajvinder, CARNEIRO, Gustavo
Published 2023

Unsupervised anomaly detection in medical images with a memory-augmented multi-level cross-attentional masked autoencoder

by TIAN, Yu, PANG, Guansong, LIU, Yuyuan, WANG, Chong, CHEN, Yuanhong, LIU, Fengbei, SINGH, Rajvinder, VERJANS, Johan W., WANG, Mengyu, CARNEIRO, Gustavo
Published 2023