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cs.LG2024
SymmetryLens: Unsupervised Symmetry Learning via Locality and Density Preservation
Onur Efe, Arkadas Ozakin
We develop a new unsupervised symmetry learning method that starts with raw data and provides the minimal generator of an underlying Lie group of symmetries, together with a symmet…
cs.LG2024
RECOVAR: Representation Covariances on Deep Latent Spaces for Seismic Event Detection
Onur Efe, Arkadas Ozakin
While modern deep learning methods have shown great promise in the problem of earthquake detection, the most successful methods so far have been based on supervised learning, which…