Search Machine Learning Repository:
All publications by Koray Kavukcuoglu
authors venues years



Weight Uncertainty in Neural Network
Charles Blundell, Julien Cornebise, Koray Kavukcuoglu and Daan Wierstra
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Natural Neural Networks
Guillaume Desjardins, Karen Simonyan, Razvan Pascanu and Koray Kavukcuoglu
Advances in Neural Information Processing Systems 28, 2015


Spatial Transformer Networks
Max Jaderberg, Karen Simonyan, Andrew Zisserman and Koray Kavukcuoglu
Advances in Neural Information Processing Systems 28, 2015


Recurrent Models of Visual Attention
Volodymyr Mnih, Nicolas Heess, Alex Graves and Koray Kavukcuoglu
Advances in Neural Information Processing Systems 27, 2014


Learning word embeddings efficiently with noise-contrastive estimation
Andriy Mnih and Koray Kavukcuoglu
Advances in Neural Information Processing Systems 26, 2013


Learning the Dependency Structure of Latent Factors
Yunlong He, Yanjun Qi, Koray Kavukcuoglu and Haesun Park
Advances in Neural Information Processing Systems 25, 2012


A Binary Classification Framework for Two-Stage Multiple Kernel Learning
Abhishek Kumar, Alexandru Niculescu-mizil, Koray Kavukcuoglu and Hal Daume
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Learning Convolutional Feature Hierarchies for Visual Recognition
Koray Kavukcuoglu, Pierre Sermanet, Y-lan Boureau, Karol Gregor, Michael Mathieu and Yann L. Cun
Advances in Neural Information Processing Systems 23, 2010