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ORCIDSebastian Urban
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2020 – today
- 2020
[j2]Sebastian Urban
, Vinayaganataraj Tamilselvi Sundaram, Jochen Kieninger, Gerald A. Urban, Andreas Weltin:
Microsensor Electrodes for 3D Inline Process Monitoring in Multiphase Microreactors. Sensors 20(17): 4876 (2020)
2010 – 2019
- 2018
- [b1]Sebastian Urban:
Neural Network Architectures and Activation Functions: A Gaussian Process Approach. Technical University Munich, Germany, 2018 - 2017
- [i6]Sebastian Urban, Patrick van der Smagt:
Automatic Differentiation for Tensor Algebras. CoRR abs/1711.01348 (2017) - [i5]Sebastian Urban, Marcus Basalla, Patrick van der Smagt:
Gaussian Process Neurons Learn Stochastic Activation Functions. CoRR abs/1711.11059 (2017) - 2016
- [i4]Wiebke Köpp, Patrick van der Smagt, Sebastian Urban:
A Differentiable Transition Between Additive and Multiplicative Neurons. CoRR abs/1604.03736 (2016) - [i3]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:
Theano: A Python framework for fast computation of mathematical expressions. CoRR abs/1605.02688 (2016) - 2015
- [c7]Nutan Chen, Justin Bayer, Sebastian Urban, Patrick van der Smagt:
Efficient movement representation by embedding Dynamic Movement Primitives in deep autoencoders. Humanoids 2015: 434-440 - [c6]Nutan Chen, Sebastian Urban, Justin Bayer, Patrick van der Smagt:
Measuring fingertip forces from camera images for random finger poses. IROS 2015: 1216-1221 - [i2]Sebastian Urban, Patrick van der Smagt:
A Neural Transfer Function for a Smooth and Differentiable Transition Between Additive and Multiplicative Interactions. CoRR abs/1503.05724 (2015) - 2014
- [c5]Nutan Chen, Sebastian Urban, Christian Osendorfer, Justin Bayer, Patrick van der Smagt:
Estimating finger grip force from an image of the hand using Convolutional Neural Networks and Gaussian processes. ICRA 2014: 3137-3142 - [c4]Justin Bayer, Christian Osendorfer, Nutan Chen, Sebastian Urban, Patrick van der Smagt:
On Fast Dropout and its Applicability to Recurrent Networks. ICLR (Poster) 2014 - 2013
- [j1]Jan-Moritz P. Franosch, Sebastian Urban, J. Leo van Hemmen:
Supervised Spike-Timing-Dependent Plasticity: A Spatiotemporal Neuronal Learning Rule for Function Approximation and Decisions. Neural Comput. 25(12): 3113-3130 (2013) - [c3]Justin Bayer, Christian Osendorfer, Sebastian Urban, Patrick van der Smagt:
Training Neural Networks with Implicit Variance. ICONIP (2) 2013: 132-139 - [c2]Christian Osendorfer, Justin Bayer, Sebastian Urban, Patrick van der Smagt:
Convolutional Neural Networks Learn Compact Local Image Descriptors. ICONIP (3) 2013: 624-630 - [c1]Sebastian Urban, Justin Bayer, Christian Osendorfer, Göran Westling, Benoni B. Edin, Patrick van der Smagt:
Computing grip force and torque from finger nail images using Gaussian processes. IROS 2013: 4034-4039 - [i1]Ulrich Rührmair, Christian Hilgers, Sebastian Urban, Agnes Weiershäuser, Elias Dinter, Brigitte Forster, Christian Jirauschek:
Revisiting Optical Physical Unclonable Functions. IACR Cryptol. ePrint Arch. 2013: 215 (2013)
Coauthor Index
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