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Eric Arazo Sánchez
Eric Arazo Sánchez
CeADAR: Ireland’s Centre for Applied Artificial Intelligence
Verified email at ucd.ie - Homepage
Title
Cited by
Cited by
Year
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
7842020
Unsupervised label noise modeling and loss correction
E Arazo, D Ortego, P Albert, NE O'Connor, K McGuinness
International Conference on Machine Learning, 2019
6022019
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
992020
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
312019
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
122022
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
92021
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
72021
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
European Conference on Computer Vision (ECCV), 2022
62022
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
62022
The impact of visual saliency prediction in image classification
EA Sánchez
Universitat Politècnica de Catalunya. Escola Tècnica Superior d'Enginyeria …, 2017
52017
Is your noise correction noisy? PLS: Robustness to label noise with two stage detection
P Albert, E Arazo, T Kirshna, NE O'Connor, K McGuinness
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 118-127, 2023
32023
Joint one‐sided synthetic unpaired image translation and segmentation for colorectal cancer prevention
E Moreu, E Arazo, K McGuinness, NE O'Connor
Expert Systems, 2022
22022
Improving unsupervised learning with exemplarCNNs
E Arazo, NE O'Connor, K McGuinness
Irish Pattern Recognition and Classication Society, 2019
22019
Breathing Green: Maximising Health and Environmental Benefits for Active Transportation Users Leveraging Large Scale Air Quality Data
S Yan, S Zhu, JB Fernandez, EA Sánchez, Y Gu, NE O'Connor, ...
arXiv preprint arXiv:2307.15401, 2023
12023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data
E Moreu, E Arazo, K McGuinness, NE O'Connor
2023 International Joint Conference on Neural Networks (IJCNN), 1-9, 2023
12023
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
ConvLoRA and AdaBN based Domain Adaptation via Self-Training
S Aleem, J Dietlmeier, E Arazo, S Little
arXiv preprint arXiv:2402.04964, 2024
2024
Cardiac Segmentation using Transfer Learning under Respiratory Motion Artifacts
C Garcia-Cabrera, E Arazo, KM Curran, NE O'Connor, K McGuinness
Statistical Atlases and Computational Models of the Heart. Regular and …, 2023
2023
Unifying Synergies between Self-supervised Learning and Dynamic Computation
T Krishna, AK Rai, A Drimbarean, E Arazo, P Albert, AF Smeaton, ...
arXiv preprint arXiv:2301.09164, 2023
2023
Visual representation learning with deep neural networks under label and budget constraints
E Arazo Sánchez
Dublin City University, 2022
2022
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Articles 1–20