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
4872016
Spherical CNNs
TS Cohen, M Geiger, J Koehler, M Welling
International Conference on Learning Representations, 2018
293*2018
Visualizing deep neural network decisions: Prediction difference analysis
LM Zintgraf, TS Cohen, T Adel, M Welling
arXiv preprint arXiv:1702.04595, 2017
2692017
Steerable CNNs
TS Cohen, M Welling
International Conference on Learning Representations, 2017
1392017
Teacher-student curriculum learning
T Matiisen, A Oliver, T Cohen, J Schulman
IEEE transactions on neural networks and learning systems, 2019
822019
3d steerable cnns: Learning rotationally equivariant features in volumetric data
M Weiler, M Geiger, M Welling, W Boomsma, TS Cohen
Advances in Neural Information Processing Systems, 10381-10392, 2018
782018
Transformation Properties of Learned Visual Representations
TS Cohen, M Welling
International Conference on Learning Representations (ICLR), 2015
692015
Gauge equivariant convolutional networks and the icosahedral cnn
TS Cohen, M Weiler, B Kicanaoglu, M Welling
arXiv preprint arXiv:1902.04615, 2019
592019
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
572018
Learning the Irreducible Representations of Commutative Lie Groups
TS Cohen, M Welling
International Conference on Machine Learning (ICML), 2014
492014
A general theory of equivariant cnns on homogeneous spaces
TS Cohen, M Geiger, M Weiler
Advances in Neural Information Processing Systems, 9145-9156, 2019
442019
3D G-CNNs for pulmonary nodule detection
M Winkels, TS Cohen
arXiv preprint arXiv:1804.04656, 2018
382018
Convolutional networks for spherical signals
T Cohen, M Geiger, J Köhler, M Welling
arXiv preprint arXiv:1709.04893, 2017
372017
A new method to visualize deep neural networks
LM Zintgraf, TS Cohen, M Welling
arXiv preprint arXiv:1603.02518, 2016
282016
Hexaconv
E Hoogeboom, JWT Peters, TS Cohen, M Welling
arXiv preprint arXiv:1803.02108, 2018
262018
Dinner with a Cannibal: The Complete History of Mankind's Oldest Taboo
CA Travis-Henikoff
Santa Monica Press, 2008
252008
Pulmonary nodule detection in CT scans with equivariant CNNs
M Winkels, TS Cohen
Medical image analysis 55, 15-26, 2019
222019
Video compression with rate-distortion autoencoders
A Habibian, T Rozendaal, JM Tomczak, TS Cohen
Proceedings of the IEEE International Conference on Computer Vision, 7033-7042, 2019
222019
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
212018
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
182018
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