18 code implementations • 12 Nov 2013 • Matthew D. Zeiler, Rob Fergus
Large Convolutional Network models have recently demonstrated impressive classification performance on the ImageNet benchmark.
1 code implementation • 16 Jan 2013 • Matthew D. Zeiler, Rob Fergus
We introduce a simple and effective method for regularizing large convolutional neural networks.
Ranked #39 on Image Classification on SVHN
12 code implementations • 22 Dec 2012 • Matthew D. Zeiler
We present a novel per-dimension learning rate method for gradient descent called ADADELTA.
no code implementations • NeurIPS 2011 • Matthew D. Zeiler, Graham W. Taylor, Leonid Sigal, Iain Matthews, Rob Fergus
We present a type of Temporal Restricted Boltzmann Machine that defines a probability distribution over an output sequence conditional on an input sequence.