Karen Simonyan (original) (raw)

Publications

2015

Spatial Transformer Networks
M. Jaderberg, K. Simonyan, A. Zisserman, K. Kavukcuoglu
Accepted to NIPS 2015 (spotlight)
[arXiv]

Natural Neural Networks
G. Desjardins, K. Simonyan, R. Pascanu, K. Kavukcuoglu
Accepted to NIPS 2015
[arXiv]

2014

Efficient On-the-fly Category Retrieval using ConvNets and GPUs
K. Chatfield, K. Simonyan, A. Zisserman
ACCV 2014
[PDF] [arXiv] [Poster] [Video]

Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos
T. Pfister, K. Simonyan, J. Charles, A. Zisserman
ACCV 2014
[PDF]

A Compact and Discriminative Face Track Descriptor
O. M. Parkhi, K. Simonyan, A. Vedaldi, A. Zisserman
CVPR 2014 (oral)
[PDF]

Understanding Objects in Detail with Fine-grained Attributes
A. Vedaldi, S. Mahendran, S. Tsogkas, S. Maji, B. Girshick, J. Kannala, E. Rahtu, I. Kokkinos, M. B. Blaschko,
D. Weiss, B. Taskar, K. Simonyan, N. Saphra, S. Mohamed
CVPR 2014
[PDF]

Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps
K. Simonyan, A. Vedaldi, A. Zisserman
ICLR Workshop 2014
[PDF] [Poster] [arXiv]

Learning Local Feature Descriptors Using Convex Optimisation
K. Simonyan, A. Vedaldi, A. Zisserman
PAMI 2014
[PDF] [Source code]

2013

Large-Scale Learning of Discriminative Image Representations
K. Simonyan
DPhil thesis, University of Oxford, 2013
[PDF]

Deep Fisher Networks for Large-Scale Image Classification
K. Simonyan, A. Vedaldi, A. Zisserman
NIPS 2013 (spotlight)
[PDF] [Poster] [Spotlight]

2012

Immediate ROI Search for 3-D Medical Images
K. Simonyan, M. Modat, S. Ourselin, D. Cash, A. Criminisi, A. Zisserman
MICCAI Workshop on Content-Based Retrieval for Clinical Decision Support 2012
[PDF]

2011

Immediate Structured Visual Search for Medical Images
K. Simonyan, A. Zisserman, A. Criminisi
MICCAI 2011
[PDF]