Emergence of invariance and disentanglement in deep representations

Alessandro Achille, Stefano Soatto
Paper From BibTeX import
Journal of Machine Learning Research 19, pp. 1–34, 2018

Notes

Their minimal sufficient invariant representation is the closest analogue to our ecology-relative quotient, and riva2026task uses their Proposition 3.1 to mark where conditioning on context (rather than nuisance) changes the recovered partition.

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