Sebastian Urban

16 papers A* 1A 2Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2020	J	`jnl`	Microsensor Electrodes for 3D Inline Process Monitoring in Multiphase Microreactors. Sensors Sebastian Urban, Vinayaganataraj Tamilselvi Sundaram, Jochen Kieninger, Gerald A. Urban, Andreas Weltin
2018	—	`—`	Neural Network Architectures and Activation Functions: A Gaussian Process Approach. Sebastian Urban
2017	J	`jnl`	Automatic Differentiation for Tensor Algebras. CoRR Sebastian Urban, Patrick van der Smagt
2017	J	`jnl`	Gaussian Process Neurons Learn Stochastic Activation Functions. CoRR Sebastian Urban, Marcus Basalla, Patrick van der Smagt
2016	J	`jnl`	A Differentiable Transition Between Additive and Multiplicative Neurons. CoRR Wiebke Köpp, Patrick van der Smagt, Sebastian Urban
2016	J	`jnl`	Theano: A Python framework for fast computation of mathematical expressions. CoRR 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
2015	J	`jnl`	A Neural Transfer Function for a Smooth and Differentiable Transition Between Additive and Multiplicative Interactions. CoRR Sebastian Urban, Patrick van der Smagt
2015	—	`conf`	Efficient movement representation by embedding Dynamic Movement Primitives in deep autoencoders. Humanoids Nutan Chen, Justin Bayer, Sebastian Urban, Patrick van der Smagt
2015	A	`conf`	Measuring fingertip forces from camera images for random finger poses. IROS Nutan Chen, Sebastian Urban, Justin Bayer, Patrick van der Smagt
2014	A*	`conf`	Estimating finger grip force from an image of the hand using Convolutional Neural Networks and Gaussian processes. ICRA Nutan Chen, Sebastian Urban, Christian Osendorfer, Justin Bayer, Patrick van der Smagt
2014	—	`conf`	On Fast Dropout and its Applicability to Recurrent Networks. ICLR (Poster) Justin Bayer, Christian Osendorfer, Nutan Chen, Sebastian Urban, Patrick van der Smagt
2013	A	`conf`	Computing grip force and torque from finger nail images using Gaussian processes. IROS Sebastian Urban, Justin Bayer, Christian Osendorfer, Göran Westling, Benoni B. Edin, Patrick van der Smagt
2013	—	`conf`	Convolutional Neural Networks Learn Compact Local Image Descriptors. ICONIP (3) Christian Osendorfer, Justin Bayer, Sebastian Urban, Patrick van der Smagt
2013	J	`jnl`	Revisiting Optical Physical Unclonable Functions. IACR Cryptol. ePrint Arch. Ulrich Rührmair, Christian Hilgers, Sebastian Urban, Agnes Weiershäuser, Elias Dinter, Brigitte Forster, Christian Jirauschek
2013	J	`jnl`	Supervised Spike-Timing-Dependent Plasticity: A Spatiotemporal Neuronal Learning Rule for Function Approximation and Decisions. Neural Comput. Jan-Moritz P. Franosch, Sebastian Urban, J. Leo van Hemmen
2013	—	`conf`	Training Neural Networks with Implicit Variance. ICONIP (2) Justin Bayer, Christian Osendorfer, Sebastian Urban, Patrick van der Smagt