Staying in shape: learning invariant shape representations using contrastive learning

Jeffrey Gu, Serena Yeung

Abstract: Creating representations of shapes that are invariant to isometric or almost-isometric transformations has long been an area of interest in shape analysis, since enforcing invariance allows the lea...