Matthias Bethge

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Alexander S. EckerUniversity of Göttingen, GermanyVerified email at cs.uni-goettingen.de
Leon A. GatysApple Inc.Verified email at bethgelab.org
Wieland BrendelEmmy Noether Fellow, University of TübingenVerified email at uni-tuebingen.de
Andreas ToliasDepartment of Neuroscience, Baylor College of MedicineVerified email at cns.bcm.edu
Philipp BerensInstitute for Ophthalmic Research, University of TübingenVerified email at uni-tuebingen.de
Felix WichmannEberhard Karls Universität TübingenVerified email at uni-tuebingen.de
Lucas TheisGoogleVerified email at google.com
Matthias KümmererCentre for integrative Neuroscience, University TuebingenVerified email at bethgelab.org
Jonas RauberUniversity of Tübingen & Max Planck Research School for Intelligent SystemsVerified email at uni-tuebingen.de
Jakob MackeMachine Learning in Science, Tübingen UniversityVerified email at uni-tuebingen.de
Fabian SinzProfessor for Machine Learning, University GöttingenVerified email at cs.uni-goettingen.de
Robert GeirhosUniversity of Tübingen · International Max Planck Research School for Intelligent Systems (IMPRS-IS)Verified email at uni-tuebingen.de
Claudio MichaelisPhD student, University of TübingenVerified email at uni-tuebingen.de
Thomas EulerProfessor for Ophthalmic Research, CIN / Centre for Ophthalmology, University of TübingenVerified email at cin.uni-tuebingen.de
Alexander MathisEPFL (Ecole Polytechnique Fédérale de Lausanne / Swiss Federal Institute of Technology)Verified email at epfl.ch
Mackenzie W. MathisSwiss Federal Institute of Technology in Lausanne (EPFL)Verified email at epfl.ch

Matthias Bethge

Tübingen University & Amazon Scholar

Verified email at bethgelab.org - Homepage

Computational Neuroscience Machine Learning Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Image style transfer using convolutional neural networks LA Gatys, AS Ecker, M Bethge Proceedings of the IEEE conference on computer vision and pattern …, 2016	2946	2016
A neural algorithm of artistic style LA Gatys, AS Ecker, M Bethge arXiv preprint arXiv:1508.06576, 2015	1853	2015
Texture synthesis using convolutional neural networks L Gatys, AS Ecker, M Bethge Advances in Neural Information Processing Systems, 262-270, 2015	870	2015
DeepLabCut: markerless pose estimation of user-defined body parts with deep learning A Mathis, P Mamidanna, KM Cury, T Abe, VN Murthy, MW Mathis, ... Nature neuroscience 21 (9), 1281-1289, 2018	840	2018
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness R Geirhos, P Rubisch, C Michaelis, M Bethge, FA Wichmann, W Brendel arXiv preprint arXiv:1811.12231, 2018	801	2018
A note on the evaluation of generative models L Theis, A Oord, M Bethge arXiv preprint arXiv:1511.01844, 2015	793	2015
Decorrelated neuronal firing in cortical microcircuits AS Ecker, P Berens, GA Keliris, M Bethge, NK Logothetis, AS Tolias science 327 (5965), 584-587, 2010	613	2010
The functional diversity of retinal ganglion cells in the mouse T Baden, P Berens, K Franke, MR Rosón, M Bethge, T Euler Nature 529 (7586), 345-350, 2016	572	2016
Decision-based adversarial attacks: Reliable attacks against black-box machine learning models W Brendel, J Rauber, M Bethge arXiv preprint arXiv:1712.04248, 2017	553	2017
Foolbox v0. 8.0: A python toolbox to benchmark the robustness of machine learning models J Rauber, W Brendel, M Bethge arXiv preprint arXiv:1707.04131 5, 2017	338	2017
Deep gaze i: Boosting saliency prediction with feature maps trained on imagenet M Kümmerer, L Theis, M Bethge arXiv preprint arXiv:1411.1045, 2014	330	2014
Electrophysiological, transcriptomic and morphologic profiling of single neurons using Patch-seq CR Cadwell, A Palasantza, X Jiang, P Berens, Q Deng, M Yilmaz, ... Nature biotechnology 34 (2), 199-203, 2016	323	2016
State dependence of noise correlations in macaque primary visual cortex AS Ecker, P Berens, RJ Cotton, M Subramaniyan, GH Denfield, ... Neuron 82 (1), 235-248, 2014	290	2014
Controlling perceptual factors in neural style transfer LA Gatys, AS Ecker, M Bethge, A Hertzmann, E Shechtman Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017	280	2017
Using DeepLabCut for 3D markerless pose estimation across species and behaviors T Nath, A Mathis, AC Chen, A Patel, M Bethge, MW Mathis Nature protocols 14 (7), 2152-2176, 2019	259	2019
Approximating cnns with bag-of-local-features models works surprisingly well on imagenet W Brendel, M Bethge arXiv preprint arXiv:1904.00760, 2019	257	2019
The effect of noise correlations in populations of diversely tuned neurons A Ecker, P Berens, A Tolias, M Bethge Nature Precedings, 1-1, 2011	244	2011
Generalisation in humans and deep neural networks R Geirhos, CRM Temme, J Rauber, HH Schütt, M Bethge, FA Wichmann arXiv preprint arXiv:1808.08750, 2018	224	2018
Generating spike trains with specified correlation coefficients JH Macke, P Berens, AS Ecker, AS Tolias, M Bethge Neural computation 21 (2), 397-423, 2009	219	2009
Results of the GREAT08 Challenge: an image analysis competition for cosmological lensing S Bridle, ST Balan, M Bethge, M Gentile, S Harmeling, C Heymans, ... Monthly Notices of the Royal Astronomical Society 405 (3), 2044-2061, 2010	217	2010

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