Niamh Belton

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Search Control Knowledge

Anomaly Detection

Top Venues

Publications

Niamh Belton, Aonghus Lawlor, Kathleen M. Curran
An AI System for Continuous Knee Osteoarthritis Severity Grading Using Self-Supervised Anomaly Detection with Limited Data. CoRR (2024)
Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
Towards a unified approach for unsupervised brain MRI Motion Artefact Detection with few shot Anomaly Detection. Comput. Medical Imaging Graph. 115 (2024)
Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
Rethinking Knee Osteoarthritis Severity Grading: A Few Shot Self-Supervised Contrastive Learning Approach. CoRR (2024)
Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks. CVPR Workshops (2023)
Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee
Distance-Aware eXplanation Based Learning. CoRR (2023)
Misgina Tsighe Hagos, Niamh Belton, Kathleen M. Curran, Brian Mac Namee
Distance-Aware eXplanation Based Learning. ICTAI (2023)
Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee
Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images. CoRR (2023)
Misgina Tsighe Hagos, Niamh Belton, Ronan P. Killeen, Kathleen M. Curran, Brian Mac Namee
Interpretable Weighted Siamese Network to Predict the Time to Onset of Alzheimer's Disease from MRI Images. SGAI Conf. (2023)
Steven Davy, Niamh Belton, Joshua Tobin, Owais Bin Zuber, Liu Dong, Yuan Xuewen
A Causal Convolutional Approach for Packet Loss Concealment in Low Powered Devices. ICASSP (2023)
Niamh Belton, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
FewSOME: Few Shot Anomaly Detection. CoRR (2023)
Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability. MIUA (2021)
Niamh Belton, Aonghus Lawlor, Kathleen M. Curran
Semi-Supervised Siamese Network for Identifying Bad Data in Medical Imaging Datasets. CoRR (2021)
Niamh Belton, Ivan Welaratne, Adil Dahlan, Ronan T. Hearne, Misgina Tsighe Hagos, Aonghus Lawlor, Kathleen M. Curran
Optimising Knee Injury Detection with Spatial Attention and Validating Localisation Ability. CoRR (2021)
Carlos Gómez, Niamh Belton, Boi Quach, Jack Nicholls, Devanshu Anand
A Simplistic Machine Learning Approach to Contact Tracing. CoRR (2020)