Sergey Demyanov

Publication Activity (10 Years)

Years Active: 2012-2017
Publications (10 Years): 9

Top Venues

ISBI

CoRR

MICCAI (3)

BMVC

University of Melbourne, Australia (PHD)

Education History

University of Melbourne, Australia

PHD

Publications

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)
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)
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)
Zongyuan Ge, Sergey Demyanov, Rahil Garnavi
Generative OpenMax for Multi-Class Open Set Classification. BMVC (2017)
Behzad Bozorgtabar, Zongyuan Ge, Rajib Chakravorty, Mani Abedini, Sergey Demyanov, Rahil Garnavi
Investigating deep side layers for skin lesion segmentation. ISBI (2017)
ZongYuan Ge, Sergey Demyanov, Zetao Chen, Rahil Garnavi
Generative OpenMax for Multi-Class Open Set Classification. CoRR (2017)
Sergey Demyanov, Rajib Chakravorty, Mani Abedini, Alan Halpern, Rahil Garnavi
Classification of dermoscopy patterns using deep convolutional neural networks. ISBI (2016)
Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie
Detection of Deception in the Mafia Party Game. ICMI (2015)
Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie
Invariant backpropagation: how to train a transformation-invariant neural network. CoRR (2015)
Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie
AIC and BIC based approaches for SVM parameter value estimation with RBF kernels. ACML (2012)

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Publication Activity (10 Years)

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Sergey Demyanov