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This paper introduces an easy-to-implement stochastic variational …
Alex Graves. Alex Graves graves@cs.toronto.edu Department of Computer Science, University of Toronto, Toronto, ON M5S 3G4 Abstract Many machine learning tasks can be ex-pressed as the transformation|or transduc-tion|of input sequences into output se-quences: speech recognition, machine trans-lation, protein secondary structure prediction and text-to-speech to name but a few. Alex Graves is a research scientist at DeepMind. Cited by. He was also a postdoc at TU Munich and under Geoffrey Hinton at the University of Toronto. Text--- up to 100 characters, lower case letters work best Style--- either let the network choose a writing style at random or prime it with a real sequence to make it mimic that writer's style. However the approaches proposed so far have only been applicable to a few simple network architectures. Alex Graves Department of Computer Science University of Toronto, Canada graves@cs.toronto.edu Abstract Variational methods have been previously explored as a tractable approximation to Bayesian inference for neural networks. SPEECH RECOGNITION WITH DEEP RECURRENT NEURAL NETWORKS Alex Graves, Abdel-rahman Mohamed and Geoffrey Hinton Department of Computer Science, University of Toronto ABSTRACT Recurrent neural networks (RNNs) are a powerful model for sequential data. Sort. Alex Graves I'm a CIFAR Junior Fellowsupervised by Geoffrey Hintonin the Department of Computer Scienceat the University of Toronto. Verified email at cs.toronto.edu - Homepage. Samples Scale Linewidth He did a BSc in Theoretical Physics at Edinburgh and obtained a PhD in AI under Jürgen Schmidhuber at IDSIA. University of Toronto. Sort by citations Sort by year Sort by title. Year; Human-level control through deep reinforcement learning. Verified email at cs.toronto.edu - Homepage.
Artificial …
random style Bias--- increasing the bias makes the samples more legible but less diverse.Using a high bias and a priming sequence makes the network write in a neater version of the original style.
V Mnih, K Kavukcuoglu, D Silver, AA Rusu, J Veness, MG Bellemare, ... nature … Articles Cited by. Cited by. One of the key challenges in … Title.
Alex GRAVES of University of Toronto, Toronto (U of T) | Read 33 publications | Contact Alex GRAVES. Alex Graves. University of Toronto. Artificial Intelligence Recurrent Neural Networks Handwriting Recognition Speech recognition.