Georgios Exarchakis
5 papers · 2013–2022 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🌍 Conference Polyglot · Bronze
🧭
Keyword Pioneer
📈
Trend Setter
❓
The Questioner
🚀
Conference Pioneer
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Computer Vision
(2)
Deep Learning
(2)
Interdisciplinary
(2)
Analysis
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Cognitive Science
(1)
Core AI
(1)
Keywords
wavelet scattering transform
(2)
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)
generative model
(1)
receptive field
(1)
approximation algorithm
(1)
high-dimensional data
(1)
sampling method
(1)
position encoding
(1)
visual feature
(1)
energy model
(1)
view-invariant feature
(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
NeurIPS 2017
Learning invariant features by harnessing the aperture problem
ICML 2013
What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach
NeurIPS 2013