Georgios Exarchakis
Georgios Exarchakis
Institut de la Vision
Verified email at ens.fr - Homepage
TitleCited byYear
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
202018
Solid harmonic wavelet scattering: Predicting quantum molecular energy from invariant descriptors of 3d electronic densities
M Eickenberg, G Exarchakis, M Hirn, S Mallat
Advances in Neural Information Processing Systems, 6540-6549, 2017
202017
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
122013
Learning invariant features by harnessing the aperture problem
R Memisevic, G Exarchakis
International Conference on Machine Learning, 100-108, 2013
102013
Ternary sparse coding
G Exarchakis, M Henniges, J Eggert, J Lücke
International Conference on Latent Variable Analysis and Signal Separation …, 2012
102012
Kymatio: Scattering Transforms in Python
M Andreux, T Angles, G Exarchakis, R Leonarduzzi, G Rochette, L Thiry, ...
arXiv preprint arXiv:1812.11214, 2018
52018
Discrete sparse coding
G Exarchakis, J Lücke
Neural computation 29 (11), 2979-3013, 2017
52017
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
12018
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
BIS der Universität Oldenburg, 2016
2016
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 1–12