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PreviewIssue DateTitleAuthor(s)
2016Learning local image descriptors with deep siamese and triplet convolutional networks by minimizing global loss functionsVijay Kumar, B.; Carneiro, G.; Reid, I.; 29th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2016) (26 Jun 2016 - 01 Jul 2016 : Las Vegas, NV)
2016Unsupervised CNN for single view depth estimation: geometry to the rescueGarg, R.; Vijay Kumar, B.; Carneiro, G.; Reid, I.; 14th European Conference on Computer Vision (ECCV 2016) (11 Oct 2016 - 14 Oct 2016 : Amsterdam, Netherlands)
2017Smart mining for deep metric learningHarwood, B.; Kumar, V.; Carneiro, G.; Reid, I.; Drummond, T.; IEEE International Conference on Computer Vision (ICCV 2017) (22 Oct 2017 - 29 Oct 2017 : Venice, ITALY)
2017Deep reinforcement learning for active breast lesion detection from DCE-MRIMaicas, G.; Carneiro, G.; Bradley, A.; Nascimento, J.; Reid, I.; International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) (11 Sep 2017 - 13 Sep 2017 : Quebec City, Canada)
2018Bayesian semantic instance segmentation in open set worldPham, T.; Vijay Kumar, B.; Do, T.; Carneiro, G.; Reid, I.; European Conference on Computer Vision (ECCV) (08 Sep 2018 - 14 Sep 2018 : Munich)
2018Multi-modal cycle-consistent generalized zero-shot learningFelix, R.; Vijay Kumar, B.; Reid, I.; Carneiro, G.; 15th European Conference on Computer Vision (ECCV 2018) (08 Sep 2018 - 14 Sep 2018 : Munich)
2017Scaling CNNs for high resolution volumetric reconstruction from a single imageJohnston, A.; Garg, R.; Carneiro, G.; Reid, I.; van den Hengel, A.; IEEE International Conference on Computer Vision Workshop (ICCVW 2017) (22 Oct 2017 - 29 Oct 2017 : Venice, ITALY)
2018Approximate Fisher information matrix to characterise the training of deep neural networksLiao, Z.; Drummond, T.; Reid, I.; Carneiro, G.
2018A Bayesian data augmentation approach for learning deep modelsTran, T.; Pham, T.; Carneiro, G.; Palmer, L.; Reid, I.; NIPS Foundation Inc (04 Dec 2017 - 09 Dec 2017 : Long Beach, CA)
2018Training medical image analysis systems like radiologistsMaicas Suso, G.; Bradley, A.; Nascimento, J.; Reid, I.; Carneiro, G.; 21st International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018) (16 Sep 2018 - 20 Sep 2018 : Granada)