Karen Simonyan

According to our database1, Karen Simonyan authored at least 32 papers between 2008 and 2018.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2018
Learning to Navigate in Cities Without a Map.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

The challenge of realistic music generation: modelling raw audio at scale.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018


Efficient Neural Audio Synthesis.
Proceedings of the 35th International Conference on Machine Learning, 2018

Learning to Search with MCTSnets.
Proceedings of the 35th International Conference on Machine Learning, 2018

IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
Proceedings of the 35th International Conference on Machine Learning, 2018

Hierarchical Representations for Efficient Architecture Search.
Proceedings of the 6th International Conference on Learning Representations, 2018

2017
Video Pixel Networks.
Proceedings of the 34th International Conference on Machine Learning, 2017

Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Reading Text in the Wild with Convolutional Neural Networks.
International Journal of Computer Vision, 2016

WaveNet: A Generative Model for Raw Audio.
Proceedings of the 9th ISCA Speech Synthesis Workshop, 2016

2015
Very Deep Convolutional Networks for Large-Scale Image Recognition.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Deep Structured Output Learning for Unconstrained Text Recognition.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Spatial Transformer Networks.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Natural Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014
Learning Local Feature Descriptors Using Convex Optimisation.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps.
Proceedings of the 2nd International Conference on Learning Representations, 2014

Two-Stream Convolutional Networks for Action Recognition in Videos.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Understanding Objects in Detail with Fine-Grained Attributes.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

A Compact and Discriminative Face Track Descriptor.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Return of the Devil in the Details: Delving Deep into Convolutional Nets.
Proceedings of the British Machine Vision Conference, 2014

Deep Convolutional Neural Networks for Efficient Pose Estimation in Gesture Videos.
Proceedings of the Computer Vision - ACCV 2014, 2014

Efficient On-the-fly Category Retrieval Using ConvNets and GPUs.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Large-scale learning of discriminative image representations.
PhD thesis, 2013

Deep Fisher Networks for Large-Scale Image Classification.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Fisher Vector Faces in the Wild.
Proceedings of the British Machine Vision Conference, 2013

2012
Immediate ROI Search for 3-D Medical Images.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

Descriptor Learning Using Convex Optimisation.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Immediate Structured Visual Search for Medical Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

2009
Edge-Directed Interpolation in a Bayesian Framework.
Proceedings of the British Machine Vision Conference, 2009

2008
Video super-resolution using motion compensation and classification-aided fusion.
Proceedings of the Spring Conference on Computer Graphics, 2008

Fast video super-resolution via classification.
Proceedings of the International Conference on Image Processing, 2008


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