One-Stage Five-Class Polyp Detection and Classification. - Yu Tian 001; Leonardo Z. C. T. Pu; Rajvinder Singh; Alastair D. Burt; Gustavo Carneiro 001 (ISBI, 2019)

Photoshopping Colonoscopy Video Frames. - Yuyuan Liu; Yu Tian 001; Gabriel Maicas; Leonardo Zorron Cheng Tao Pu; Rajvinder Singh; Johan W. Verjans; Gustavo Carneiro 001 (ISBI, 2020)

Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy. - Yu Tian 001; Gabriel Maicas; Leonardo Zorron Cheng Tao Pu; Rajvinder Singh; Johan W. Verjans; Gustavo Carneiro 001 (MICCAI (6), 2020)

Deep learning uncertainty and confidence calibration for the five-class polyp classification from colonoscopy. - Gustavo Carneiro 001; Leonardo Zorron Cheng Tao Pu; Rajvinder Singh; Alastair D. Burt (Medical Image Anal., 2020)

Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning. - Yu Tian 001; Guansong Pang; Yuanhong Chen; Rajvinder Singh; Johan W. Verjans; Gustavo Carneiro 001 (ICCV, 2021)

Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images. - Yu Tian 001; Guansong Pang; Fengbei Liu; Yuanhong Chen; Seon-Ho Shin; Johan W. Verjans; Rajvinder Singh; Gustavo Carneiro 001 (MICCAI (5), 2021)

Detecting, Localising and Classifying Polyps from Colonoscopy Videos using Deep Learning. - Yu Tian 001; Leonardo Zorron Cheng Tao Pu; Yuyuan Liu; Gabriel Maicas; Johan W. Verjans; Alastair D. Burt; Seon-Ho Shin; Rajvinder Singh; Gustavo Carneiro 001 (CoRR, 2021)

Weakly-supervised Video Anomaly Detection with Contrastive Learning of Long and Short-range Temporal Features. - Yu Tian 001; Guansong Pang; Yuanhong Chen; Rajvinder Singh; Johan W. Verjans; Gustavo Carneiro 001 (CoRR, 2021)

Multi-centred Strong Augmentation via Contrastive Learning for Unsupervised Lesion Detection and Segmentation. - Yu Tian 001; Fengbei Liu; Guansong Pang; Yuanhong Chen; Yuyuan Liu; Johan W. Verjans; Rajvinder Singh; Gustavo Carneiro 001 (CoRR, 2021)

In Defense of Kalman Filtering for Polyp Tracking from Colonoscopy Videos. - David Butler; Yuan Zhang; Tim Chen 001; Seon-Ho Shin; Rajvinder Singh; Gustavo Carneiro 001 (ISBI, 2022)

Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder. - Yu Tian 001; Guansong Pang; Yuyuan Liu; Chong Wang 012; Yuanhong Chen; Fengbei Liu; Rajvinder Singh; Johan W. Verjans; Gustavo Carneiro 001 (CoRR, 2022)

Toward a Human-Centered AI-assisted Colonoscopy System. - Hsiang-Ting Chen; Yuan Zhang; Gustavo Carneiro 001; Seon-Ho Shin; Rajvinder Singh (CoRR, 2022)

Unsupervised Anomaly Detection in Medical Images with a Memory-Augmented Multi-level Cross-Attentional Masked Autoencoder. - Yu Tian 001; Guansong Pang; Yuyuan Liu; Chong Wang 012; Yuanhong Chen; Fengbei Liu; Rajvinder Singh; Johan W. Verjans; Mengyu Wang 001; Gustavo Carneiro 001 (MLMI@MICCAI (2), 2023)

Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images. - Yu Tian 001; Fengbei Liu; Guansong Pang; Yuanhong Chen; Yuyuan Liu; Johan W. Verjans; Rajvinder Singh; Gustavo Carneiro 001 (Medical Image Anal., 2023)

Toward a Human-Centered AI-assisted Colonoscopy System in Australia. - Hsiang-Ting Chen; Yuan Zhang; Gustavo Carneiro 001; Rajvinder Singh (CoRR, 2025)

Analysis of cost-efficiency of serverless approaches. - Nakhat Syeda; Harsh Shah; Rajvinder Singh; Suraj Jaju; Sumedha Kumar; Gourav Chhabra; Maria Spichkova (CoRR, 2025)