Georgios Exarchakis
5 papers · 2013–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (11) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(4)
π
Academic Marathon
(9)
π
Cross-Pollinator
(9)
π
Conference Pioneer
β
The Questioner
Conferences
NIPS (2)
CVPR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
invariant representation
(2)
cluster analysis
(1)
k-means clustering
(1)
unsupervised feature learning
(1)
visual feature learning
(1)
signal processing
(1)
image patches
(1)
probabilistic generative model
(1)
occlusive components
(1)
non-linear feature superposition
(1)
receptive field
(1)
approximation algorithm
(1)
high-dimensional datum
(1)
sampling method
(1)
position encoding
(1)
visual feature
(1)
energy model
(1)
view-invariant feature
(1)
image patch
(1)
approximate clustering
(1)
Papers
A Sampling-Based Approach for Efficient Clustering in Large Datasets
CVPR 2022
Kymatio: Scattering Transforms in Python
JMLR 2020
Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D Electronic Densities
NIPS 2017
What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach
NIPS 2013
Learning invariant features by harnessing the aperture problem
ICML 2013