2026
Vector Linking via Cross-Model Local Isometric Consistency
ICML 2026poster
We study Vector Linking: given two embedding clouds produced by different black-box encoders over partially overlapping datasets, recover cross-model object correspondences using only vectors. Empirically and theoretically, we show that independently trained contrastive encoders exhibit local geomet…