Geometry-Preserving Unsupervised Alignment for Heterogeneous Foundation Models

Shuwen Yu, Zhanxuan Hu, Yi Zhao +2

Foundation models have driven rapid progress in computer vision, yet the two dominant paradigms, vision-language foundation models (VLMs) and vision-only foundation models (VFMs),…