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PreviewIssue DateTitleAuthor(s)
2019Single view 3D point cloud reconstruction using novel view synthesis and self-supervised depth estimationJohnston, A.; Carneiro, G.; International Conference on Digital Image Computing: Technqiues and Applications (DICTA) (2 Dec 2019 - 4 Dec 2019 : Perth, Australia)
2019A theoretically sound upper bound on the triplet loss for improving the efficiency of deep distance metric learningDo, T.-T.; Tran, T.; Reid, I.; Kumar, V.; Hoang, T.; Carneiro, G.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (16 Jun 2019 - 20 Jun 2019 : Long Beach, CA, USA)
2019Bayesian generative active deep learningTran, T.M.; Do, T.-T.; Reid, I.; Carneiro, G.; Chaudhuri, K.; Salakhutdinov, R.; 36th International Conference on Machine Learning (IMCL) (9 Jun 2019 - 15 Jun 2019 : Long Beach, CA, USA)
2019Model agnostic saliency for weakly supervised lesion detection from breast DCE-MRIMaicas Suso, G.; Snaauw, G.; Bradley, A.P.; Reid, I.; Carneiro, G.; IEEE International Symposium on Biomedical Imaging (ISBI) (8 Apr 2019 - 11 Apr 2019 : Venice, ITALY)
2019Pre and post-hoc diagnosis and interpretation of malignancy from breast DCE-MRIMaicas, G.; Bradley, A.P.; Nascimento, J.C.; Reid, I.; Carneiro, G.
2019Producing radiologist quality reports for interpretable deep learningGale, W.; Oakden-Rayner, L.; Carneiro, G.; Palmer, L.J.; Bradley, A.P.; IEEE International Symposium on Biomedical Imaging (ISBI) (8 Apr 2019 - 11 Apr 2019 : Venice, ITALY)
2019End-to-end diagnosis and segmentation learning from cardiac magnetic resonance imagingSnaauw, G.; Gong, D.; Maicas, G.; van den Hengel, A.; Niessen, W.J.; Verjans, J.; Carneiro, G.; IEEE International Symposium on Biomedical Imaging (ISBI) (8 Apr 2019 - 11 Apr 2019 : Venice, Italy)
2019Generalised zero-shot learning with domain classification in a joint semantic and visual spaceFelix Alves, R.; Harwood, B.; Sasdelli, M.; Carneiro, G.; International Conference on Digital Image Computing: Technqiues and Applications (DICTA) (2 Dec 2019 - 4 Dec 2019 : Perth, Australia)