Embedding contrastive unsupervised features to cluster in- and out-of-distribution noise in corrupted image datasets
Paul Albert, Eric Arazo, Noel E O'Connor, Kevin McGuinness.
European Conference on Computer Vision (ECCV), 2022
[arXiv]
About me
I am currently a data scientist at
CeADAR Ireland's Centre For Applied AI and previously worked as a postdoctoral researcher at
Insight SFI Centre for Data Analytics at
Dublin City University in Ireland.
My PhD focused on the training of neural networks with supervision and computation constraints.
I received my B.E. and M.E. in Telecommunications Engineering at
Universitat Politècnica de Catalunya.
My primary research interest is the application and development of machine learning
techniques to help us understand and interact with the world.
Selected publications
Segmentation Enhanced Lameness Detection in Dairy Cows from RGB and Depth Video.
Eric Arazo, Robin Aly, Kevin McGuinness.
Computer Vision and Pattern Recognition workshop (CVPRw), 2022
[arXiv]
Academic services
- Conference reviewer: NeurIPS 2020, ACMR ICMR 2020, MMM 2021, ICCV 2021, ICMR 2021, WACV 2022, CVPR 2022, ECCV 2022, CVPR 2023, ICCV 2023, CVPR 2024
- Journal reviewer: T-ASE, TMM, TPAMI, PR