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Picture for Christian Osendorfer

No Representation without Transformation


Dec 09, 2019
Giorgio Giannone, Jonathan Masci, Christian Osendorfer

* Accepted at Perception as Generative Reasoning and Bayesian Deep Learning workshops at NeurIPS 2019 

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Recurrent Neural Processes


Jun 13, 2019
Timon Willi, Jonathan Masci, Jürgen Schmidhuber, Christian Osendorfer


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Conditional Neural Style Transfer with Peer-Regularized Feature Transform


Jun 10, 2019
Jan Svoboda, Asha Anoosheh, Christian Osendorfer, Jonathan Masci


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Differentiable Iterative Surface Normal Estimation


Apr 15, 2019
Jan Eric Lenssen, Christian Osendorfer, Jonathan Masci


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NAIS-Net: Stable Deep Networks from Non-Autonomous Differential Equations


Nov 03, 2018
Marco Ciccone, Marco Gallieri, Jonathan Masci, Christian Osendorfer, Faustino Gomez

* NIPS 2018 

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Learning Stochastic Recurrent Networks


Mar 05, 2015
Justin Bayer, Christian Osendorfer

* Submitted to conference track of ICLR 2015 

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Improving approximate RPCA with a k-sparsity prior


Dec 29, 2014
Maximilian Karl, Christian Osendorfer


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Variational inference of latent state sequences using Recurrent Networks


Sep 30, 2014
Justin Bayer, Christian Osendorfer

* This paper has been withdrawn due to a derivation/implementation error and the resulting invalidation of the results 

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On Fast Dropout and its Applicability to Recurrent Networks


Mar 05, 2014
Justin Bayer, Christian Osendorfer, Daniela Korhammer, Nutan Chen, Sebastian Urban, Patrick van der Smagt

* The experiments for the Penn Treebank corpus were erroneous and have been stripped from this version 

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Learning Sequence Neighbourhood Metrics


Aug 22, 2013
Justin Bayer, Christian Osendorfer, Patrick van der Smagt

* Artificial Neural Networks and Machine Learning ICANN 2012 Springer Berlin Heidelberg 2012. 531-538 

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Convolutional Neural Networks learn compact local image descriptors


Jun 02, 2013
Christian Osendorfer, Justin Bayer, Patrick van der Smagt


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Unsupervised Feature Learning for low-level Local Image Descriptors


Apr 25, 2013
Christian Osendorfer, Justin Bayer, Sebastian Urban, Patrick van der Smagt


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