Matthias Bethge

Cited by

	All	Since 2016
Citations	19880	17757
h-index	60	49
i10-index	99	94

4700

2350

1175

3525

200920102011201220132014201520162017201820192020202172 140 202 225 328 329 480 865 1582 2372 3564 4689 4607

Public access

View all

67 articles

3 articles

available

not available

Based on funding mandates

Co-authors

Alexander S. EckerUniversity of Göttingen, GermanyVerified email at cs.uni-goettingen.de
Wieland BrendelEmmy Noether Fellow, University of TübingenVerified email at uni-tuebingen.de
Leon A. GatysApple Inc.Verified email at bethgelab.org
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
Robert GeirhosUniversity of Tübingen · International Max Planck Research School for Intelligent Systems (IMPRS-IS)Verified email at uni-tuebingen.de
Jonas RauberUniversity of Tübingen & Max Planck Research School for Intelligent SystemsVerified email at uni-tuebingen.de
Fabian SinzProfessor for Machine Learning, University GöttingenVerified email at cs.uni-goettingen.de
Claudio MichaelisPhD student, University of TübingenVerified email at uni-tuebingen.de
Jakob MackeMachine Learning in Science, Tübingen UniversityVerified 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	3267	2016
A neural algorithm of artistic style LA Gatys, AS Ecker, M Bethge arXiv preprint arXiv:1508.06576, 2015	2021	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	1042	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	978	2018
Texture synthesis using convolutional neural networks L Gatys, AS Ecker, M Bethge Advances in Neural Information Processing Systems, 262-270, 2015	944	2015
A note on the evaluation of generative models L Theis, A Oord, M Bethge arXiv preprint arXiv:1511.01844, 2015	843	2015
Decision-based adversarial attacks: Reliable attacks against black-box machine learning models W Brendel, J Rauber, M Bethge arXiv preprint arXiv:1712.04248, 2017	636	2017
Decorrelated neuronal firing in cortical microcircuits AS Ecker, P Berens, GA Keliris, M Bethge, NK Logothetis, AS Tolias science 327 (5965), 584-587, 2010	627	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	603	2016
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	377	2017
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	344	2016
Deep gaze i: Boosting saliency prediction with feature maps trained on imagenet M Kümmerer, L Theis, M Bethge arXiv preprint arXiv:1411.1045, 2014	343	2014
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	317	2019
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	302	2017
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	301	2014
Approximating cnns with bag-of-local-features models works surprisingly well on imagenet W Brendel, M Bethge arXiv preprint arXiv:1904.00760, 2019	291	2019
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	262	2018
The effect of noise correlations in populations of diversely tuned neurons A Ecker, P Berens, A Tolias, M Bethge Nature Precedings, 1-1, 2011	255	2011
Shortcut learning in deep neural networks R Geirhos, JH Jacobsen, C Michaelis, R Zemel, W Brendel, M Bethge, ... Nature Machine Intelligence 2 (11), 665-673, 2020	228	2020
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	222	2010

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow this author

Cited by

Co-authors