Taco Cohen
Taco Cohen
Verified email at uva.nl - Homepage
Title
Cited by
Cited by
Year
Group Equivariant Convolutional Networks
TS Cohen, M Welling
Proceedings of the International Conference on Machine Learning (ICML), 2016
7472016
Spherical CNNs
TS Cohen, M Geiger, J Koehler, M Welling
International Conference on Learning Representations, 2018
465*2018
Visualizing deep neural network decisions: Prediction difference analysis
LM Zintgraf, TS Cohen, T Adel, M Welling
arXiv preprint arXiv:1702.04595, 2017
4132017
Steerable CNNs
TS Cohen, M Welling
International Conference on Learning Representations, 2017
2072017
Teacher–student curriculum learning
T Matiisen, A Oliver, T Cohen, J Schulman
IEEE transactions on neural networks and learning systems 31 (9), 3732-3740, 2019
1452019
Rotation equivariant CNNs for digital pathology
BS Veeling, J Linmans, J Winkens, T Cohen, M Welling
International Conference on Medical image computing and computer-assisted …, 2018
1392018
3d steerable cnns: Learning rotationally equivariant features in volumetric data
M Weiler, M Geiger, M Welling, W Boomsma, T Cohen
arXiv preprint arXiv:1807.02547, 2018
1372018
Gauge equivariant convolutional networks and the icosahedral CNN
T Cohen, M Weiler, B Kicanaoglu, M Welling
International Conference on Machine Learning, 1321-1330, 2019
1252019
A general theory of equivariant cnns on homogeneous spaces
T Cohen, M Geiger, M Weiler
arXiv preprint arXiv:1811.02017, 2018
932018
Transformation Properties of Learned Visual Representations
TS Cohen, M Welling
International Conference on Learning Representations (ICLR), 2015
822015
Edible insects processing: Traditional and innovative technologies
G Melgar‐Lalanne, AJ Hernández‐Álvarez, A Salinas‐Castro
Comprehensive reviews in food science and food safety 18 (4), 1166-1191, 2019
682019
Learning the Irreducible Representations of Commutative Lie Groups
TS Cohen, M Welling
International Conference on Machine Learning (ICML), 2014
632014
3D G-CNNs for pulmonary nodule detection
M Winkels, TS Cohen
arXiv preprint arXiv:1804.04656, 2018
602018
Convolutional networks for spherical signals
T Cohen, M Geiger, J Köhler, M Welling
arXiv preprint arXiv:1709.04893, 2017
552017
Video compression with rate-distortion autoencoders
A Habibian, T Rozendaal, JM Tomczak, TS Cohen
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
492019
Hexaconv
E Hoogeboom, JWT Peters, TS Cohen, M Welling
arXiv preprint arXiv:1803.02108, 2018
442018
A new method to visualize deep neural networks
LM Zintgraf, TS Cohen, M Welling
arXiv preprint arXiv:1603.02518, 2016
402016
Pulmonary nodule detection in CT scans with equivariant CNNs
M Winkels, TS Cohen
Medical image analysis 55, 15-26, 2019
342019
Explorations in homeomorphic variational auto-encoding
L Falorsi, P de Haan, TR Davidson, N De Cao, M Weiler, P Forré, ...
arXiv preprint arXiv:1807.04689, 2018
282018
Intertwiners between induced representations (with applications to the theory of equivariant neural networks)
TS Cohen, M Geiger, M Weiler
arXiv preprint arXiv:1803.10743, 2018
272018
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