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Issue Date
Title
Author(s)
2020
Semi-supervised multi-domain multi-task training for metastatic colon lymph node diagnosis from abdominal CT
Glaser, S.
;
Maicas Suso, G.
;
Bedrikovetski, S.
;
Sammour, T.
;
Carneiro, G.
;
IEEE International Symposium on Biomedical Imaging (ISBI) (3 Apr 2020 - 7 Apr 2020 : Iowa City, Iowa, 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
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)
2020
Generalised Zero-shot Learning with Multi-modal Embedding Spaces
Felix, R.
;
Sasdelli, M.
;
Harwood, B.
;
Carneiro, G.
;
Digital Image Computing: Techniques and Applications (DICTA) (29 Nov 2020 - 2 Dec 2020 : virtual online)
2022
Pixel-Wise Energy-Biased Abstention Learning for Anomaly Segmentation on Complex Urban Driving Scenes
Tian, Y.
;
Liu, Y.
;
Pang, G.
;
Liu, F.
;
Chen, Y.
;
Carneiro, G.
;
Avidan, S.
;
Brostow, G.
;
Cisse, M.
;
Farinella, G.M.
;
Hassner, T.
;
European Conference on Computer Vision (ECCV) (23 Oct 2022 - 27 Oct 2022 : Tel Aviv, Israel)
2021
Probabilistic task modelling for Meta-Learning
Nguyen, C.C.
;
Do, T.-T.
;
Carneiro, G.
;
Conference of Uncertainty on Artificial Intelligence (UAI) (27 Jul 2021 - 30 Jul 2021 : online)
2023
Instance-Dependent Noisy Label Learning via Graphical Modelling
Garg, A.
;
Nguyen, C.
;
Felix, R.
;
Do, T.-T.
;
Carneiro, G.
;
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (2 Jan 2023 - 7 Jan 2023 : Waikoloa, HI, USA)
2022
ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification
Liu, 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)
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)
Discover
Author
2
Hebert, M.
2
Maicas Suso, G.
2
Pang, G.
2
Pham, T.
2
Sminchisescu, C.
2
Vijay Kumar, B.
2
Weiss, Y.
1
12th International Workshop, Mach...
1
15th European Conference on Compu...
1
21st International Conference on ...
.
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Subject
1
cs.LG
1
Generalized zero-shot learning; g...
1
Meta-learning; curriculum learnin...
1
Multi-modal learning
1
Semi-supervised learning; Chest X...
1
semi-supervised; multi-task; mult...
1
Unsupervised anomaly detection; A...
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2020
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2018