Alonso Urbano

RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization

Real world data often exhibits unknown, instance-specific symmetries that rarely exactly match a transformation group $G$ fixed a priori. Class-pose decompositions aim to create disentangled representations by factoring inputs into invariant features and a pose $g\in G$ defined relative to a trainin…