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Preview	Issue Date	Title	Author(s)
	2020	A survey on deep learning with noisy labels: How to train your model when you cannot trust on the annotations?	Cordeiro, F.R.; Carneiro, G.; Conference on Graphics, Patterns and Images (SIBGRAPI) (7 Nov 2020 - 10 Nov 2020 : virtual online)
	2020	Uncertainty in model-agnostic meta-learning using variational inference	Nguyen, C.; Do, T.T.; Carneiro, G.; The IEEE Winter Conference on Applications of Computer Vision (WACV) (1 Mar 2020 - 5 Mar 2020 : Snowmass Village, Colorado, USA)
	2020	Unsupervised task design to meta-train medical image classifiers	Maicas, G.; Nguyen, C.; Motlagh, F.; Nascimento, J.C.; Carneiro, G.; IEEE International Symposium on Biomedical Imaging (ISBI) (3 Apr 2020 - 7 Apr 2020 : Iowa City, Iowa, USA)
	2020	Why are generative adversarial networks so fascinating and annoying?	Faria, F.A.; Carneiro, G.; Conference on Computer Graphics and Image Processing (SIBGRAPI) (7 Nov 2020 - 10 Nov 2020 : Virtual online)
	2020	Self-supervised monocular trained depth estimation using self-attention and discrete disparity volume	Johnston, A.; Carneiro, G.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (13 Jun 2020 - 19 Jun 2020 : virtual online)
	2021	Few-shot microscopy image cell segmentation	Dawoud, Y.; Hornauer, J.; Carneiro, G.; Belagiannis, V.; Dong, Y.; Ifrim, G.; Mladenic, D.; Saunders, C.; VanHoecke, S.; Joint European Conference on Machine Learning and Knowledge Discover in Databases (ECML PKDD) (14 Sep 2020 - 18 Sep 2020 : virtual online)
	2021	3D semantic mapping from arthroscopy using out-of-distribution pose and depth and in-distribution segmentation training	Jonmohamadi, Y.; Ali, S.; Liu, F.; Roberts, J.; Crawford, R.; Carneiro, G.; Pandey, A.K.; DeBruijne, M.; Cattin, P.C.; Cotin, S.; Padoy, N.; Speidel, S.; Zheng, Y.; Essert, C.; 24th International Conference of Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 (27 Sep 2021 - 1 Oct 2021 : Strasbourg, France)
	2021	Post-hoc overall survival time prediction from brain MRI	Hermoza Aragones, R.; Maicas Suso, G.; Nascimento, J.C.; Carneiro, G.; IEEE International Symposium on Biomedical Imaging (ISBI) (13 Apr 2021 - 16 Apr 2021 : Nice, France)
	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	Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract)	Le, H.S.; Akmeliawati, R.; Carneiro, G.; AAAI Conference on Artificial Intelligence (AAAI) (2 Feb 2021 - 9 Feb 2021 : virtual online)