Matthias Bethge
Matthias Bethge
CIN, MPI, BCCN Tuebingen
Verified email at bethgelab.org - Homepage
TitleCited byYear
Image style transfer using convolutional neural networks
LA Gatys, AS Ecker, M Bethge
Proceedings of the IEEE conference on computer vision and pattern …, 2016
14042016
A neural algorithm of artistic style
LA Gatys, AS Ecker, M Bethge
arXiv preprint arXiv:1508.06576, 2015
10822015
Decorrelated neuronal firing in cortical microcircuits
AS Ecker, P Berens, GA Keliris, M Bethge, NK Logothetis, AS Tolias
science 327 (5965), 584-587, 2010
5362010
Texture synthesis using convolutional neural networks
L Gatys, AS Ecker, M Bethge
Advances in Neural Information Processing Systems, 262-270, 2015
5082015
A note on the evaluation of generative models
L Theis, A Oord, M Bethge
arXiv preprint arXiv:1511.01844, 2015
4742015
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, 2016
3492016
Deep gaze i: Boosting saliency prediction with feature maps trained on imagenet
M Kümmerer, L Theis, M Bethge
arXiv preprint arXiv:1411.1045, 2014
2482014
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
2322014
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
1962010
The effect of noise correlations in populations of diversely tuned neurons
AS Ecker, P Berens, AS Tolias, M Bethge
Journal of Neuroscience 31 (40), 14272-14283, 2011
1902011
Generating spike trains with specified correlation coefficients
JH Macke, P Berens, AS Ecker, AS Tolias, M Bethge
Neural computation 21 (2), 397-423, 2009
1882009
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, 2016
1752016
Decision-based adversarial attacks: Reliable attacks against black-box machine learning models
W Brendel, J Rauber, M Bethge
arXiv preprint arXiv:1712.04248, 2017
1722017
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
1642017
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
1582018
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, 1, 2018
1492018
Dynamics of population rate codes in ensembles of neocortical neurons
G Silberberg, M Bethge, H Markram, K Pawelzik, M Tsodyks
Journal of neurophysiology 91 (2), 704-709, 2004
1422004
Generative image modeling using spatial lstms
L Theis, M Bethge
Advances in Neural Information Processing Systems, 1927-1935, 2015
1382015
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
1282017
Inferring decoding strategies from choice probabilities in the presence of correlated variability
RM Haefner, S Gerwinn, JH Macke, M Bethge
Nature neuroscience 16 (2), 235, 2013
1232013
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Articles 1–20