Georgios Exarchakis
Georgios Exarchakis
Institute of Image-Guided Surgery of Strasbourg & University of Strasbourg
Verified email at ihu-strasbourg.eu - Homepage
Title
Cited by
Cited by
Year
Solid harmonic wavelet scattering for predictions of molecule properties
M Eickenberg, G Exarchakis, M Hirn, S Mallat, L Thiry
The Journal of chemical physics 148 (24), 241732, 2018
522018
Solid harmonic wavelet scattering: Predicting quantum molecular energy from invariant descriptors of 3d electronic densities
M Eickenberg, G Exarchakis, M Hirn, S Mallat
Proceedings of the 31st International Conference on Neural Information …, 2017
412017
Kymatio: Scattering Transforms in Python.
M Andreux, T Angles, G Exarchakis, R Leonarduzzi, G Rochette, L Thiry, ...
J. Mach. Learn. Res. 21 (60), 1-6, 2020
342020
What are the invariant occlusive components of image patches? A probabilistic generative approach
Z Dai, G Exarchakis, J Lücke
Advances in neural information processing systems, 243-251, 2013
162013
Ternary sparse coding
G Exarchakis, M Henniges, J Eggert, J Lücke
International Conference on Latent Variable Analysis and Signal Separation …, 2012
142012
Learning invariant features by harnessing the aperture problem
R Memisevic, G Exarchakis
International Conference on Machine Learning, 100-108, 2013
112013
Discrete sparse coding
G Exarchakis, J Lücke
Neural computation 29 (11), 2979-3013, 2017
82017
Advances in Neural Information Processing Systems 30
M Eickenberg, G Exarchakis, M Hirn, S Mallat
Curran Associates, Inc., 2017
62017
Truncated Variational Sampling for ‘Black Box’Optimization of Generative Models
J Lücke, Z Dai, G Exarchakis
International Conference on Latent Variable Analysis and Signal Separation …, 2018
42018
ProSper--A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions
G Exarchakis, J Bornschein, AS Sheikh, Z Dai, M Henniges, J Drefs, ...
arXiv preprint arXiv:1908.06843, 2019
2019
Probabilistic models for invariant representations and transformations
G Exarchakis
Universtität Oldenburg, 2017
2017
Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities
SM Michael Eickenberg, Georgios Exarchakis, Matthew Hirn
Neural Information processing Systems, 0
Discrete Symmetric Priors for Sparse Coding
G Exarchakis, M Henniges, J Lücke
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Articles 1–13