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Eric Arazo Sánchez
Eric Arazo Sánchez
Insight Centre for Data Analytics, Dublin City University
在 insight-centre.org 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Pseudo-labeling and confirmation bias in deep semi-supervised learning
E Arazo, D Ortego, P Albert, NE O’Connor, K McGuinness
International Joint Conference on Neural Networks (IJCNN), 2020
2932020
Unsupervised label noise modeling and loss correction
E Arazo, D Ortego, P Albert, NE O'Connor, K McGuinness
International Conference on Machine Learning, 2019
2792019
Multi-Objective Interpolation Training for Robustness to Label Noise
D Ortego, E Arazo, P Albert, NE O'Connor, K McGuinness
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, 2020
172020
Towards Robust Learning with Different Label Noise Distributions
D Ortego, E Arazo, P Albert, NE O'Connor, K McGuinness
International Conference on Pattern Recognition (ICPR), 2019
152019
ReLaB: Reliable Label Bootstrapping for Semi-Supervised Learning
P Albert, D Ortego, E Arazo, NE O'Connor, K McGuinness
International Joint Conference on Neural Networks (IJCNN), 2021
62021
The impact of visual saliency prediction in image classification
EA Sánchez
Universitat Politècnica de Catalunya. Escola Tècnica Superior d'Enginyeria …, 2017
52017
Addressing out-of-distribution label noise in webly-labelled data
P Albert, D Ortego, E Arazo, N O'Connor, K McGuinness
Winter Conference on Applications of Computer Vision (WACV), 2022
12022
Exploring the Impact of Training Data Bias on Automatic Generation of Video Captions
AF Smeaton, Y Graham, K McGuinness, NE O’Connor, S Quinn, ...
International Conference on Multimedia Modeling, 178-190, 2019
12019
Improving unsupervised learning with exemplarCNNs
E Arazo, NE O'Connor, K McGuinness
Irish Pattern Recognition and Classication Society, 2019
12019
Embedding contrastive unsupervised features to cluster in-and out-of-distribution noise in corrupted image datasets
P Albert, E Arazo, NE O’Connor, K McGuinness
arXiv preprint arXiv:2207.01573, 2022
2022
Segmentation Enhanced Lameness Detection in Dairy Cows from RGB and Depth Video
E Arazo, R Aly, K McGuinness
Conference on Computer Vision and Pattern Recognition workshops (CVPRw), 2022
2022
Visual representation learning with deep neural networks under label and budget constraints
E Arazo Sánchez
Dublin City University, 2022
2022
How Important is Importance Sampling for Deep Budgeted Training?
E Arazo, D Ortego, P Albert, N O'Connor, K McGuinness
British Machine Vision Conference (BMVC) 2021, 2021
2021
On guiding video object segmentation
D Ortego, K McGuinness, JC SanMiguel, E Arazo, JM Martínez, ...
2019 International Conference on Content-Based Multimedia Indexing (CBMI), 1-6, 2019
2019
Dublin City University participation in the VTT track at TRECVid 2017
H Afli, F Hu, J Du, D Cosgrove, K McGuinness, NE O'Connor, ...
2017
Modelling of alcohol detection using THz continuous wave ATR spectroscopy
E Arazo Sánchez
Universitat Politècnica de Catalunya, 2015
2015
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