Rajvinder Singh

21 papers A* 1Journal 14Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Understanding Annotation Error Propagation and Learning an Adaptive Policy for Expert Intervention in Barrett's Video Segmentation.
CoRR
Lokesha Rasanjalee, Jin Lin Tan, Dileepa Pitawela, Rajvinder Singh, Hsiang-Ting Chen
2025 J jnl
Analysis of cost-efficiency of serverless approaches.
CoRR
Nakhat Syeda, Harsh Shah, Rajvinder Singh, Suraj Jaju, Sumedha Kumar, Gourav Chhabra, Maria Spichkova
2025 J jnl
Toward a Human-Centered AI-assisted Colonoscopy System in Australia.
CoRR
Hsiang-Ting Chen, Yuan Zhang, Gustavo Carneiro, Rajvinder Singh
2023 J jnl
Self-supervised pseudo multi-class pre-training for unsupervised anomaly detection and segmentation in medical images.
Medical Image Anal.
Yu Tian, Fengbei Liu, Guansong Pang, Yuanhong Chen, Yuyuan Liu, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro
2023 — conf
Unsupervised Anomaly Detection in Medical Images with a Memory-Augmented Multi-level Cross-Attentional Masked Autoencoder.
MLMI@MICCAI (2)
Yu Tian, Guansong Pang, Yuyuan Liu, Chong Wang, Yuanhong Chen, Fengbei Liu, Rajvinder Singh, Johan W. Verjans, Mengyu Wang, Gustavo Carneiro
2022 — conf
In Defense of Kalman Filtering for Polyp Tracking from Colonoscopy Videos.
ISBI
David Butler, Yuan Zhang, Tim Chen, Seon-Ho Shin, Rajvinder Singh, Gustavo Carneiro
2022 J jnl
In Defense of Kalman Filtering for Polyp Tracking from Colonoscopy Videos.
CoRR
David Butler, Yuan Zhang, Tim Chen, Seon-Ho Shin, Rajvinder Singh, Gustavo Carneiro
2022 J jnl
Toward a Human-Centered AI-assisted Colonoscopy System.
CoRR
Hsiang-Ting Chen, Yuan Zhang, Gustavo Carneiro, Seon-Ho Shin, Rajvinder Singh
2022 J jnl
Unsupervised Anomaly Detection in Medical Images with a Memory-augmented Multi-level Cross-attentional Masked Autoencoder.
CoRR
Yu Tian, Guansong Pang, Yuyuan Liu, Chong Wang, Yuanhong Chen, Fengbei Liu, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2021 — conf
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images.
MICCAI (5)
Yu Tian, Guansong Pang, Fengbei Liu, Yuanhong Chen, Seon-Ho Shin, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro
2021 J jnl
Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical Images.
CoRR
Yu Tian, Guansong Pang, Fengbei Liu, Yuanhong Chen, Seon-Ho Shin, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro
2021 J jnl
Detecting, Localising and Classifying Polyps from Colonoscopy Videos using Deep Learning.
CoRR
Yu Tian, Leonardo Zorron Cheng Tao Pu, Yuyuan Liu, Gabriel Maicas, Johan W. Verjans, Alastair D. Burt, Seon-Ho Shin, Rajvinder Singh, Gustavo Carneiro
2021 J jnl
Multi-centred Strong Augmentation via Contrastive Learning for Unsupervised Lesion Detection and Segmentation.
CoRR
Yu Tian, Fengbei Liu, Guansong Pang, Yuanhong Chen, Yuyuan Liu, Johan W. Verjans, Rajvinder Singh, Gustavo Carneiro
2021 J jnl
Weakly-supervised Video Anomaly Detection with Contrastive Learning of Long and Short-range Temporal Features.
CoRR
Yu Tian, Guansong Pang, Yuanhong Chen, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2021 A* conf
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning.
ICCV
Yu Tian, Guansong Pang, Yuanhong Chen, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2020 J jnl
Deep learning uncertainty and confidence calibration for the five-class polyp classification from colonoscopy.
Medical Image Anal.
Gustavo Carneiro, Leonardo Zorron Cheng Tao Pu, Rajvinder Singh, Alastair D. Burt
2020 — conf
Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy.
MICCAI (6)
Yu Tian, Gabriel Maicas, Leonardo Zorron Cheng Tao Pu, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2020 J jnl
Few-Shot Anomaly Detection for Polyp Frames from Colonoscopy.
CoRR
Yu Tian, Gabriel Maicas, Leonardo Zorron Cheng Tao Pu, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2020 — conf
Photoshopping Colonoscopy Video Frames.
ISBI
Yuyuan Liu, Yu Tian, Gabriel Maicas, Leonardo Zorron Cheng Tao Pu, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro
2019 — conf
One-Stage Five-Class Polyp Detection and Classification.
ISBI
Yu Tian, Leonardo Z. C. T. Pu, Rajvinder Singh, Alastair D. Burt, Gustavo Carneiro
2019 J jnl
Photoshopping Colonoscopy Video Frames.
CoRR
Yuyuan Liu, Yu Tian, Gabriel Maicas, Leonardo Z. C. T. Pu, Rajvinder Singh, Johan W. Verjans, Gustavo Carneiro