Adelaide Research & Scholarship: Search

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Preview	Issue Date	Title	Author(s)
	2017	Smart mining for deep metric learning	Harwood, 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)
	2019	A theoretically sound upper bound on the triplet loss for improving the efficiency of deep distance metric learning	Do, 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)
	2018	A Bayesian data augmentation approach for learning deep models	Tran, 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)
	2021	EvidentialMix: learning with combined open-set and closed-set noisy labels	Sachdeva, R.; Cordeiro, F.R.; Belagiannis, V.; Reid, I.; Carneiro, G.; IEEE Winter Conference on Applications of Computer Vision (WACV) (5 Jan 2021 - 9 Jan 2021 : virtual online)
	2021	Self-supervised Mean Teacher for Semi-supervised Chest X-Ray Classification	Liu, 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)
	2019	Bayesian generative active deep learning	Tran, 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)
	2017	Scaling CNNs for high resolution volumetric reconstruction from a single image	Johnston, 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)
	2019	Model agnostic saliency for weakly supervised lesion detection from breast DCE-MRI	Maicas 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)
	2018	Multi-modal cycle-consistent generalized zero-shot learning	Felix, 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)
	2018	Bayesian semantic instance segmentation in open set world	Pham, 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)