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PreviewIssue DateTitleAuthor(s)
2021Few-shot microscopy image cell segmentationDawoud, 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)
2021EvidentialMix: learning with combined open-set and closed-set noisy labelsSachdeva, 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)
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)
2023Knowing What to Label for Few Shot Microscopy Image Cell SegmentationDawoud, Y.; Bouazizi, A.; Ernst, K.; Carneiro, G.; Belagiannis, V.; IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2 Jan 2023 - 7 Jan 2023 : Waikoloa, HI, USA)
2022Edge-Based Self-supervision for Semi-supervised Few-Shot Microscopy Image Cell SegmentationDawoud, Y.; Ernst, K.; Carneiro, G.; Belagiannis, V.; Huo, Y.; Millis, B.A.; Zhou, Y.; Wang, X.; Harrison, A.P.; Xu, Z.; International Workshop on Medical Optical Imaging and Virtual Microscopy Image Analysis (MOVI) (18 Sep 2022 - 18 Sep 2022 : Singapore)
2022Perturbed and Strict Mean Teachers for Semi-supervised Semantic SegmentationLiu, Y.; Tian, Y.; Chen, Y.; Liu, F.; Belagiannis, V.; Carneiro, G.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (19 Jun 2022 - 24 Jun 2022 : New Orleans, Louisiana)
2022ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image ClassificationLiu, F.; Tian, Y.; Chen, Y.; Liu, Y.; Belagiannis, V.; Carneiro, G.; IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (18 Jun 2022 - 24 Jun 2022 : New Orleans, Louisiana)
2022NVUM: Non-volatile Unbiased Memory for Robust Medical Image ClassificationLiu, F.; Chen, Y.; Tian, Y.; Liu, Y.; Wang, C.; Belagiannis, V.; Carneiro, G.; Wang, L.; Dou, Q.; Fletcher, P.T.; Speidel, S.; Li, S.; International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) (18 Sep 2022 - 22 Sep 2022 : Singapore)
2015Robust optimization for deep regressionBelagiannis, V.; Rupprecht, C.; Carneiro, G.; Navab, N.; 2015 IEEE International Conference on Computer Vision (ICCV 2015) (11 Dec 2015 - 18 Dec 2015 : Santiago, CHILE)
2023ScanMix : Learning from Severe Label Noise via Semantic Clustering and Semi-Supervised LearningSachdeva, R.; Cordeiro, F.R.; Belagiannis, V.; Reid, I.; Carneiro, G.

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