2 papers
cs.AI2026
Vector Linking via Cross-Model Local Isometric Consistency
Ziying Chen, Yang Cao, He Sun +2
We study Vector Linking: given two embedding clouds produced by different black-box encoders over partially overlapping datasets, recover cross-model object correspondences using o…
stat.ML2025
Generalized probabilistic canonical correlation analysis for multi-modal data integration with full or partial observations
Tianjian Yang, Wei Vivian Li
Background: The integration and analysis of multi-modal data are increasingly essential across various domains including bioinformatics. As the volume and complexity of such data g…