| 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, 2020 | 1352 | 2020 |
| Unsupervised Label Noise Modeling and Loss Correction E Arazo, D Ortego, P Albert, NE O'Connor, K McGuinness International Conference on Machine Learning (ICML), 2019 | 873 | 2019 |
| 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, 2021 | 190 | 2021 |
| Unsupervised Contrastive Learning of Sound Event Representations E Fonseca, D Ortego, K McGuinness, NE O'Connor, X Serra IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021 | 96 | 2021 |
| Visdrone-vdt2018: The vision meets drone video detection and tracking challenge results P Zhu, L Wen, D Du, X Bian, H Ling, Q Hu, H Wu, Q Nie, H Cheng, C Liu, ... Proceedings of the European conference on computer vision (ECCV) workshops, 0-0, 2018 | 88 | 2018 |
| Abandoned object detection in video-surveillance: Survey and comparison E Luna, JC San Miguel, D Ortego, JM Martínez Sensors 18 (12), 4290, 2018 | 62 | 2018 |
| Addressing out-of-distribution label noise in webly-labelled data P Albert, D Ortego, E Arazo, NE O'Connor, K McGuinness Proceedings of the IEEE/CVF winter conference on applications of computer …, 2022 | 35 | 2022 |
| 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), 2020, 2020 | 34 | 2020 |
| Rejection based multipath reconstruction for background estimation in video sequences with stationary objects D Ortego, JC SanMiguel, JM Martínez Computer Vision and Image Understanding 147, 23-37, 2016 | 33 | 2016 |
| Hierarchical improvement of foreground segmentation masks in background subtraction D Ortego, JC SanMiguel, JM Martínez IEEE Transactions on Circuits and Systems for Video Technology, 2018 | 21 | 2018 |
| Stationary foreground detection for video-surveillance based on foreground and motion history images D Ortego, JC SanMiguel 2013 10th IEEE International Conference on Advanced Video and Signal Based …, 2013 | 14 | 2013 |
| Multi-feature stationary foreground detection for crowded video-surveillance D Ortego, JC SanMiguel 2014 IEEE International Conference on Image Processing (ICIP), 2403-2407, 2014 | 13 | 2014 |
| Relab: Reliable label bootstrapping for semi-supervised learning P Albert, D Ortego, E Arazo, N O'Connor, K McGuinness 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 12 | 2021 |
| Stand-alone quality estimation of background subtraction algorithms D Ortego, JC SanMiguel, JM Martinez Computer Vision and Image Understanding 162, 87-102, 2017 | 12 | 2017 |
| Long-term stationary object detection based on spatio-temporal change detection D Ortego, JC SanMiguel, JM Martinez IEEE Signal Processing Letters 22 (12), 2368-2372, 2015 | 12 | 2015 |
| Toward the automatic retrieval and annotation of outsider art images: A preliminary statement J Roberto, D Ortego, B Davis Proceedings of the 1st International Workshop on Artificial Intelligence for …, 2020 | 11 | 2020 |
| Domain randomization for object counting E Moreu, K McGuinness, D Ortego, NE O'Connor arXiv preprint arXiv:2202.08670, 2022 | 9 | 2022 |
| How important is importance sampling for deep budgeted training? E Arazo, D Ortego, P Albert, NE O'Connor, K McGuinness arXiv preprint arXiv:2110.14283, 2021 | 8 | 2021 |
| LEA: Improving Sentence Similarity Robustness to Typos Using Lexical Attention Bias M Almagro, E Almazán, D Ortego, D Jiménez Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 7 | 2023 |
| Rejection based multipath reconstruction for background estimation in SBMnet 2016 dataset D Ortego, JC SanMiguel, JM Martínez 2016 23rd International Conference on Pattern Recognition (ICPR), 114-119, 2016 | 6 | 2016 |
Noel E. O'ConnorCEO, Insight Centre for Data Analytics, Dublin City UniversityVerified email at dcu.ie
