2022

Arazo, Eric, Aly, Robin ORCID: 0000-0002-6787-0911 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Segmentation enhanced lameness detection in dairy cows from RGB and depth video. In: Workshop on Computer Vision for Animal Behavior Tracking and Modeling (CV4Animals), conference of Computer Vision and Pattern Recognition (CVPR), 20 June 2022, New Orleans, Louisiana, USA. (In Press)

Albert, Paul, Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2022) Addressing out-of-distribution label noise in webly-labelled data. In: Winter Conference on Applications of Computer Vision (WACV), 4-8 Jan 2022, Kona, Hawaii.

2021

Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, Albert, Paul, McGuinness, Kevin ORCID: 0000-0003-1336-6477 and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2021) Multi-objective interpolation training for robustness to label noise. In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 20-25 June 2021, Nashville, TN, USA + Virtual.

Albert, Paul, Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuiness, Kevin ORCID: 0000-0003-1336-6477 (2021) ReLaB: reliable label bootstrapping for semi-supervised learning. In: International Joint Conference on Neural Networls (IJCNN), 18-22 July 2021, Shenzhen, China (Online).

Ortego, Diego ORCID: 0000-0002-1011-3610, Arazo, Eric, Albert, Paul, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin ORCID: 0000-0003-1336-6477 (2021) Towards robust learning with different label noise distributions. In: International Conference on Pattern Recognition (ICPR) 2020, 10-15 Jan 2021, Milan, Italy (Online).

2019

Ortego, Diego ORCID: 0000-0002-1011-3610, McGuinness, Kevin ORCID: 0000-0003-1336-6477, SanMiguel, Juan C., Arazo, Eric, Martínez, José M. and O'Connor, Noel E. ORCID: 0000-0002-4033-9135 (2019) On guiding video object segmentation. In: International Conference on Content-Based Multimedia Indexing, 4-6 Sept 2019, Dublin, Ireland.

Arazo, Eric, O'Connor, Noel E. ORCID: 0000-0002-4033-9135 and McGuinness, Kevin (2019) Improving unsupervised learning with exemplarCNNs. In: Irish Machine Vision and Image Processing conference, 28-30 Aug 2019, Dublin, Ireland. ISBN 978-0-9934207-4-0