research
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03/28/2019
Regularizing Trajectory Optimization with Denoising Autoencoders
Trajectory optimization with learned dynamics models can often suffer fr...
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07/28/2017
Recurrent Ladder Networks
We propose a recurrent extension of the Ladder networks whose structure ...
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06/21/2016
Tagger: Deep Unsupervised Perceptual Grouping
We present a framework for efficient perceptual inference that explicitl...
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07/09/2015
Semi-Supervised Learning with Ladder Networks
We combine supervised learning with unsupervised learning in deep neural...
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04/30/2015
Lateral Connections in Denoising Autoencoders Support Supervised Learning
We show how a deep denoising autoencoder with lateral connections can be...
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12/22/2014