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PreviewIssue DateTitleAuthor(s)
2018A Bayesian data augmentation approach for learning deep modelsTran, T.; Pham, T.; Carneiro, G.; Palmer, L.; Reid, I.; Guyon, I.; Luxburg, U.V.; Bengio, S.; Wallach, H.; Fergus, R.; Vishwanathan, S.; Garnett, R.; NIPS Foundation Inc (4 Dec 2017 - 9 Dec 2017 : Long Beach, CA)
2021Self-supervised Mean Teacher for Semi-supervised Chest X-Ray ClassificationLiu, F.; Tian, Y.; Cordeiro, F.R.; Belagiannis, V.; Reid, I.; Carneiro, G.; Lian, C.; Cao, X.; Rekik, I.; Xu, X.; Yan, P.; 12th International Workshop, Machine Learning in Medical Imaging (MLMI) (27 Sep 2021 - 27 Sep 2021 : Strasbourg, France)
2018Multi-modal cycle-consistent generalized zero-shot learningFelix, R.; Vijay Kumar, B.; Reid, I.; Carneiro, G.; Ferrari, V.; Hebert, M.; Sminchisescu, C.; Weiss, Y.; 15th European Conference on Computer Vision (ECCV 2018) (8 Sep 2018 - 14 Sep 2018 : Munich)
2018Bayesian semantic instance segmentation in open set worldPham, T.; Vijay Kumar, B.; Do, T.; Carneiro, G.; Reid, I.; Ferrari, V.; Hebert, M.; Sminchisescu, C.; Weiss, Y.; European Conference on Computer Vision (ECCV) (8 Sep 2018 - 14 Sep 2018 : Munich)
2018Training medical image analysis systems like radiologistsMaicas Suso, G.; Bradley, A.; Nascimento, J.; Reid, I.; Carneiro, G.; Frangi, A.; Schnabel, J.; Davatzikos, C.; Alberola-Lopez, C.; Fichtinger, G.; 21st International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018) (16 Sep 2018 - 20 Sep 2018 : Granada)
2020Approximate Fisher information matrix to characterise the training of deep neural networksLiao, Z.; Drummond, T.; Reid, I.; Carneiro, G.