Matthias Bethge

Cited by

	All	Since 2018
Citations	33788	29234
h-index	68	57
i10-index	123	114

7000

3500

1750

5250

20102011201220132014201520162017201820192020202120222023139 200 218 317 323 467 831 1585 2370 3607 4761 6266 6967 5225

Public access

View all

80 articles

1 article

available

not available

Based on funding mandates

Co-authors

Alexander S. EckerUniversity of Göttingen, GermanyVerified email at cs.uni-goettingen.de
Wieland BrendelFellow at ELLIS Institut Tübingen, Group Leader, Max Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Leon A. GatysApple Inc.Verified email at bethgelab.org
Andreas ToliasDepartment of Neuroscience, Baylor College of MedicineVerified email at cns.bcm.edu
Matthias KümmererCentre for integrative Neuroscience, University TuebingenVerified email at bethgelab.org
Felix WichmannEberhard Karls Universität TübingenVerified email at uni-tuebingen.de
Philipp BerensHertie Institute for AI in Brain Health, University of TübingenVerified email at uni-tuebingen.de
Lucas TheisGoogleVerified email at google.com
Robert GeirhosResearch Scientist, Google DeepMindVerified email at google.com
Claudio MichaelisPhD student, University of TübingenVerified email at uni-tuebingen.de
Jonas RauberUniversity of Tübingen & Max Planck Research School for Intelligent SystemsVerified email at uni-tuebingen.de
Alexander MathisEPFL (Ecole Polytechnique Fédérale de Lausanne / Swiss Federal Institute of Technology)Verified email at epfl.ch
Fabian SinzProfessor for Machine Learning, University GöttingenVerified email at cs.uni-goettingen.de
Thomas EulerProfessor for Ophthalmic Research, CIN / Centre for Ophthalmology, University of TübingenVerified email at cin.uni-tuebingen.de
Mackenzie Weygandt MathisSwiss Federal Institute of Technology in Lausanne (EPFL)Verified email at epfl.ch
Jakob MackeMachine Learning in Science, Tübingen UniversityVerified email at uni-tuebingen.de

Matthias Bethge

Tübingen University & Maddox Co-Founder

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	5401	2016
A neural algorithm of artistic style LA Gatys, AS Ecker, M Bethge arXiv preprint arXiv:1508.06576, 2015	3020	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	2667	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	2305	2018
Texture synthesis using convolutional neural networks L Gatys, AS Ecker, M Bethge Advances in Neural Information Processing Systems, 262-270, 2015	1558	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	1236	2017
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	1220	2020
A note on the evaluation of generative models L Theis, A Oord, M Bethge arXiv preprint arXiv:1511.01844, 2015	1135	2015
The functional diversity of retinal ganglion cells in the mouse T Baden, P Berens, K Franke, M Román Rosón, M Bethge, T Euler Nature 529 (7586), 345-350, 2016	859	2016
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	781	2019
Decorrelated neuronal firing in cortical microcircuits AS Ecker, P Berens, GA Keliris, M Bethge, NK Logothetis, AS Tolias science 327 (5965), 584-587, 2010	681	2010
Foolbox: A python toolbox to benchmark the robustness of machine learning models J Rauber, W Brendel, M Bethge arXiv preprint arXiv:1707.04131, 2017	604	2017
Approximating cnns with bag-of-local-features models works surprisingly well on imagenet W Brendel, M Bethge arXiv preprint arXiv:1904.00760, 2019	563	2019
Generalisation in humans and deep neural networks R Geirhos, CRM Temme, J Rauber, HH Schütt, M Bethge, FA Wichmann Advances in neural information processing systems 31, 2018	555	2018
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	485	2016
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	477	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	458	2014
Towards the first adversarially robust neural network model on MNIST L Schott, J Rauber, M Bethge, W Brendel arXiv preprint arXiv:1805.09190, 2018	375	2018
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	346	2014
Understanding low-and high-level contributions to fixation prediction M Kummerer, TSA Wallis, LA Gatys, M Bethge Proceedings of the IEEE international conference on computer vision, 4789-4798, 2017	326	2017

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

Cited by

Co-authors