RankAlign: Vision-Language Representation Alignment via Rank Transformation

Enzhe Zhao, Marco Fiorucci, Lamberto Ballan

While the Platonic Representation Hypothesis posits that vision and language models converge toward compatible latent geometries, recovering class-level correspondences between unp…