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02/28/2018
Memory-based Parameter Adaptation
Deep neural networks have excelled on a wide range of problems, from vis...
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03/06/2017
Neural Episodic Control
Deep reinforcement learning methods attain super-human performance in a ...
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06/17/2016
Early Visual Concept Learning with Unsupervised Deep Learning
Automated discovery of early visual concepts from raw image data is a ma...
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06/14/2016
Model-Free Episodic Control
State of the art deep reinforcement learning algorithms take many millio...
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05/07/2016
Neural Autoregressive Distribution Estimation
We present Neural Autoregressive Distribution Estimation (NADE) models, ...
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02/09/2016
Associative Long Short-Term Memory
We investigate a new method to augment recurrent neural networks with ex...
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10/07/2013
A Deep and Tractable Density Estimator
The Neural Autoregressive Distribution Estimator (NADE) and its real-val...
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06/02/2013