Sebastian Urban

According to our database, Sebastian Urban authored at least 16 papers between 2013 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Microsensor Electrodes for 3D Inline Process Monitoring in Multiphase Microreactors.

Sebastian Urban, Vinayaganataraj Tamilselvi Sundaram, Jochen Kieninger, Gerald A. Urban, Andreas Weltin

Sensors, 2020

2018

Neural Network Architectures and Activation Functions: A Gaussian Process Approach.

Sebastian Urban

PhD thesis, 2018

2017

Gaussian Process Neurons Learn Stochastic Activation Functions.

Sebastian Urban, Marcus Basalla, Patrick van der Smagt

CoRR, 2017

Automatic Differentiation for Tensor Algebras.

Sebastian Urban, Patrick van der Smagt

CoRR, 2017

2016

A Differentiable Transition Between Additive and Multiplicative Neurons.

Wiebke Köpp, Patrick van der Smagt, Sebastian Urban

CoRR, 2016

Theano: A Python framework for fast computation of mathematical expressions.

Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermüller, Dzmitry Bahdanau, Nicolas Ballas, Frédéric Bastien, Justin Bayer, Anatoly Belikov, Alexander Belopolsky, Yoshua Bengio, Arnaud Bergeron, James Bergstra, Valentin Bisson, Josh Bleecher Snyder, Nicolas Bouchard, Nicolas Boulanger-Lewandowski, Xavier Bouthillier, Alexandre de Brébisson, Olivier Breuleux, Pierre Luc Carrier, Kyunghyun Cho, Jan Chorowski, Paul F. Christiano, Tim Cooijmans, Marc-Alexandre Côté, Myriam Côté, Aaron C. Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, Melanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian J. Goodfellow, Matthew Graham, Çaglar Gülçehre, Philippe Hamel, Iban Harlouchet, Jean-Philippe Heng, Balázs Hidasi, Sina Honari, Arjun Jain, Sébastien Jean, Kai Jia, Mikhail Korobov, Vivek Kulkarni, Alex Lamb, Pascal Lamblin, Eric Larsen, César Laurent, Sean Lee, Simon Lefrançois, Simon Lemieux, Nicholas Léonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert McGibbon, Roland Memisevic, Bart van Merriënboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Joseph Pal, Razvan Pascanu, Mohammad Pezeshki, Colin Raffel, Daniel Renshaw, Matthew Rocklin, Adriana Romero, Markus Roth, Peter Sadowski, John Salvatier, François Savard, Jan Schlüter, John Schulman, Gabriel Schwartz, Iulian Vlad Serban, Dmitriy Serdyuk, Samira Shabanian, Étienne Simon, Sigurd Spieckermann, S. Ramana Subramanyam, Jakub Sygnowski, Jérémie Tanguay, Gijs van Tulder, Joseph P. Turian, Sebastian Urban, Pascal Vincent, Francesco Visin, Harm de Vries, David Warde-Farley, Dustin J. Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, Ying Zhang

CoRR, 2016

2015

A Neural Transfer Function for a Smooth and Differentiable Transition Between Additive and Multiplicative Interactions.

Sebastian Urban, Patrick van der Smagt

CoRR, 2015

Measuring fingertip forces from camera images for random finger poses.

Nutan Chen, Sebastian Urban, Justin Bayer, Patrick van der Smagt

Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Efficient movement representation by embedding Dynamic Movement Primitives in deep autoencoders.

Nutan Chen, Justin Bayer, Sebastian Urban, Patrick van der Smagt

Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

2014

On Fast Dropout and its Applicability to Recurrent Networks.

Justin Bayer, Christian Osendorfer, Nutan Chen, Sebastian Urban, Patrick van der Smagt

Proceedings of the 2nd International Conference on Learning Representations, 2014

Estimating finger grip force from an image of the hand using Convolutional Neural Networks and Gaussian processes.

Nutan Chen, Sebastian Urban, Christian Osendorfer, Justin Bayer, Patrick van der Smagt

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013

Supervised Spike-Timing-Dependent Plasticity: A Spatiotemporal Neuronal Learning Rule for Function Approximation and Decisions.

Jan-Moritz P. Franosch, Sebastian Urban, J. Leo van Hemmen

Neural Comput., 2013

Revisiting Optical Physical Unclonable Functions.

Ulrich Rührmair, Christian Hilgers, Sebastian Urban, Agnes Weiershäuser, Elias Dinter, Brigitte Forster, Christian Jirauschek

IACR Cryptol. ePrint Arch., 2013

Computing grip force and torque from finger nail images using Gaussian processes.

Sebastian Urban, Justin Bayer, Christian Osendorfer, Göran Westling, Benoni B. Edin, Patrick van der Smagt

Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Convolutional Neural Networks Learn Compact Local Image Descriptors.

Christian Osendorfer, Justin Bayer, Sebastian Urban, Patrick van der Smagt

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Training Neural Networks with Implicit Variance.

Justin Bayer, Christian Osendorfer, Sebastian Urban, Patrick van der Smagt

Proceedings of the Neural Information Processing - 20th International Conference, 2013