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ORCIDSergey Demyanov
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2010 – 2019
- 2017
[c8]Zongyuan Ge, Sergey Demyanov, Rahil Garnavi:
Generative OpenMax for Multi-Class Open Set Classification. BMVC 2017- [c7]Behzad Bozorgtabar
, Zongyuan Ge, Rajib Chakravorty, Mani Abedini, Sergey Demyanov, Rahil Garnavi:
Investigating deep side layers for skin lesion segmentation. ISBI 2017: 256-260 - [c6]Sergey Demyanov, Rajib Chakravorty, Zongyuan Ge, SeyedBehzad Bozorgtabar, Michelle Pablo, Adrian Bowling, Rahil Garnavi:
Tree-loss function for training neural networks on weakly-labelled datasets. ISBI 2017: 287-291 - [c5]Zongyuan Ge, Sergey Demyanov, Behzad Bozorgtabar, Mani Abedini, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi:
Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging. ISBI 2017: 986-990 - [c4]Zongyuan Ge, Sergey Demyanov, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi:
Skin Disease Recognition Using Deep Saliency Features and Multimodal Learning of Dermoscopy and Clinical Images. MICCAI (3) 2017: 250-258 - [i2]ZongYuan Ge, Sergey Demyanov, Zetao Chen, Rahil Garnavi:
Generative OpenMax for Multi-Class Open Set Classification. CoRR abs/1707.07418 (2017) - 2016
- [c3]Sergey Demyanov, Rajib Chakravorty, Mani Abedini, Alan Halpern, Rahil Garnavi:
Classification of dermoscopy patterns using deep convolutional neural networks. ISBI 2016: 364-368 - 2015
- [b1]Sergey Demyanov:
Regularization methods for neural networks and related models. University of Melbourne, Australia, 2015 - [c2]Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie:
Detection of Deception in the Mafia Party Game. ICMI 2015: 335-342 - [i1]Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie:
Invariant backpropagation: how to train a transformation-invariant neural network. CoRR abs/1502.04434 (2015) - 2012
- [c1]Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie:
AIC and BIC based approaches for SVM parameter value estimation with RBF kernels. ACML 2012: 97-112
Coauthor Index
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