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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)
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)
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)
2018
Training medical image analysis systems like radiologists
Maicas Suso, G.
;
Bradley, A.
;
Nascimento, J.
;
Reid, I.
;
Carneiro, G.
;
Frangi, A.
;
Schnabel, J.
;
Davatzikos, C.
;
Alberola-Lopez, C.
;
Fichtinger, G.
;
21st International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018) (16 Sep 2018 - 20 Sep 2018 : Granada)
2020
Approximate Fisher information matrix to characterise the training of deep neural networks
Liao, Z.
;
Drummond, T.
;
Reid, I.
;
Carneiro, G.
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Author
1
15th European Conference on Compu...
1
21st International Conference on ...
1
Alberola-Lopez, C.
1
Bedrikovetski, S.
1
Bengio, S.
1
Bradley, A.
1
Davatzikos, C.
1
Digital Image Computing: Techniqu...
1
Do, T.
1
Drummond, T.
.
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Generalized zero-shot learning; g...
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Meta-learning; curriculum learnin...
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semi-supervised; multi-task; mult...
Date issued
3
2020
4
2018