Sergey Demyanov

According to our database, Sergey Demyanov authored at least 11 papers between 2012 and 2017.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2017

Generative OpenMax for Multi-Class Open Set Classification.

ZongYuan Ge, Sergey Demyanov, Zetao Chen, Rahil Garnavi

CoRR, 2017

Skin Disease Recognition Using Deep Saliency Features and Multimodal Learning of Dermoscopy and Clinical Images.

Zongyuan Ge, Sergey Demyanov, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging.

Zongyuan Ge, Sergey Demyanov, Behzad Bozorgtabar, Mani Abedini, Rajib Chakravorty, Adrian Bowling, Rahil Garnavi

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Tree-loss function for training neural networks on weakly-labelled datasets.

Sergey Demyanov, Rajib Chakravorty, Zongyuan Ge, SeyedBehzad Bozorgtabar, Michelle Pablo, Adrian Bowling, Rahil Garnavi

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Investigating deep side layers for skin lesion segmentation.

Behzad Bozorgtabar, Zongyuan Ge, Rajib Chakravorty, Mani Abedini, Sergey Demyanov, Rahil Garnavi

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Generative OpenMax for Multi-Class Open Set Classification.

Zongyuan Ge, Sergey Demyanov, Rahil Garnavi

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Classification of dermoscopy patterns using deep convolutional neural networks.

Sergey Demyanov, Rajib Chakravorty, Mani Abedini, Alan Halpern, Rahil Garnavi

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Regularization methods for neural networks and related models.

Sergey Demyanov

PhD thesis, 2015

Invariant backpropagation: how to train a transformation-invariant neural network.

Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie

CoRR, 2015

Detection of Deception in the Mafia Party Game.

Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie

Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

2012

AIC and BIC based approaches for SVM parameter value estimation with RBF kernels.

Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie

Proceedings of the 4th Asian Conference on Machine Learning, 2012