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Results 1-10 of 14 (Search time: 0.002 seconds).
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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)
20213D semantic mapping from arthroscopy using out-of-distribution pose and depth and in-distribution segmentation trainingJonmohamadi, 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)
2021Post-hoc overall survival time prediction from brain MRIHermoza 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)
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)
2021Domain 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)
2021Combining Data Augmentation and Domain Distance Minimisation to Reduce Domain Generalisation ErrorLe, H.S.; Akmeliawati, R.; Carneiro, G.; Digital Image Computing: Techniques and Applications (DICTA) (29 Nov 2021 - 1 Dec 2021 : Gold Coast, Australia)
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)
2021Probabilistic task modelling for Meta-LearningNguyen, C.C.; Do, T.-T.; Carneiro, G.; Conference of Uncertainty on Artificial Intelligence (UAI) (27 Jul 2021 - 30 Jul 2021 : online)
2021A Chaos Theory Approach to Understand Neural Network OptimizationSasdelli, M.; Ajanthan, T.; Chin, T.J.; Carneiro, G.; Digital Image Computing: Techniques and Applications (DICTA) (29 Nov 2021 - 1 Dec 2021 : Gold Coast, Australia)
2021Constrained Contrastive Distribution Learning for Unsupervised Anomaly Detection and Localisation in Medical ImagesTian, Y.; Pang, G.; Liu, F.; Chen, Y.; Shin, S.-H.; Verjans, J.W.; Singh, R.; Carneiro, G.; deBruijne, M.; Cattin, P.C.; Cotin, S.; Padoy, N.; Speidel, S.; Zheng, Y.; Essert, C.; Medical Image Computing and Computer Assisted Intervention (MICCAI) (27 Sep 2021 - 1 Oct 2021 : virtual online)

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