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]

Reading Text in the Wild with Convolutional Neural Networks
M. Jaderberg, K. Simonyan, A. Vedaldi, A. Zisserman
IJCV 2015
[arXiv (updated 4 Dec 2014)] [Project page, Demo & ConvNet models] [Dataset]

Very Deep Convolutional Networks for Large-Scale Image Recognition
K. Simonyan, A. Zisserman
ICLR 2015 (oral)
[arXiv (updated 10 Apr 2015)] [ILSVRC 2014 presentation] [Project page & ILSVRC ConvNet models]

Deep Structured Output Learning for Unconstrained Text Recognition
M. Jaderberg, K. Simonyan, A. Vedaldi, A. Zisserman
ICLR 2015 (oral)
[arXiv (updated 10 Apr 2014)] [Dataset]

Two-Stream Convolutional Networks for Action Recognition in Videos
K. Simonyan, A. Zisserman
NIPS 2014 (spotlight)
[arXiv (updated 12 Nov 2014)] [Poster]

Synthetic Data and Artificial Neural Networks for Natural Scene Text Recognition
M. Jaderberg, K. Simonyan, A. Vedaldi, A. Zisserman
NIPS 2014 Workshop on Deep Learning and Representation Learning
[arXiv (updated 9 Dec 2014)] [Project page, Demo & ConvNet models] [Dataset]

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]

Return of the Devil in the Details: Delving Deep into Convolutional Nets
K. Chatfield, K. Simonyan, A. Vedaldi, A. Zisserman
BMVC 2014 (oral, best paper prize)
[PDF] [arXiv] [Presentation] [Source code and ConvNet models] [Conv-Net models in Caffe format]

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]

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]

Fisher Vector Faces in the Wild
K. Simonyan, O. M. Parkhi, A. Vedaldi, A. Zisserman
BMVC 2013 (oral)
[PDF] [Extended PDF] [Presentation] [Source code]

Descriptor Learning Using Convex Optimisation
K. Simonyan, A. Vedaldi, A. Zisserman
ECCV 2012
[PDF] [Poster] [Source code]

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]

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