Structured Representation Learning
From Homomorphisms and Disentanglement to Equivariance and Topography
Springer
ISBN 978-3-031-88110-7
Standardpreis
Bibliografische Daten
Fachbuch
Buch. Hardcover
2025
7 s/w-Abbildungen, 49 Farbabbildungen.
In englischer Sprache
Umfang: xxvii, 140 S.
Format (B x L): 16,8 x 24 cm
Verlag: Springer
ISBN: 978-3-031-88110-7
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Offers a novel definition of generalized equivariance and a literature review on learned homomorphisms Provide clarity as to the unifying goals of the newly emerging subfield of learned approximate symmetries Emphasizes naturally intelligent systems have generalization capabilities and data efficiency beyond artificial models
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