Georgios Exarchakis

According to our database1, Georgios Exarchakis authored at least 12 papers between 2012 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2022
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision.
CoRR, 2022

2021
A sampling-based approach for efficient clustering in large datasets.
CoRR, 2021

2020
Kymatio: Scattering Transforms in Python.
J. Mach. Learn. Res., 2020

2019
ProSper - A Python Library for Probabilistic Sparse Coding with Non-Standard Priors and Superpositions.
CoRR, 2019

2018
Kymatio: Scattering Transforms in Python.
CoRR, 2018

Solid Harmonic Wavelet Scattering for Predictions of Molecule Properties.
CoRR, 2018

Truncated Variational Sampling for 'Black Box' Optimization of Generative Models.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017
Discrete Sparse Coding.
Neural Comput., 2017

Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2013
What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Learning invariant features by harnessing the aperture problem.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
Ternary Sparse Coding.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012


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