134 citations · 262 across the 11 of their papers we have counts for
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cs.CV2019
Hangul Fonts Dataset: a Hierarchical and Compositional Dataset for Investigating Learned Representations
Jesse A. Livezey, Ahyeon Hwang, Jacob Yeung +1
Hierarchy and compositionality are common latent properties in many natural and scientific datasets. Determining when a deep network's hidden activations represent hierarchy and co…
cs.IT2019★ 9 cited
Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis
David G. Clark, Jesse A. Livezey, Kristofer E. Bouchard
Linear dimensionality reduction methods are commonly used to extract low-dimensional structure from high-dimensional data. However, popular methods disregard temporal structure, re…