Xingyi He He

Multiple Modalities Image Matching With Large-Scale Pre-Training.

A large-scale pre-training framework that utilizes synthetic cross-modal training signals, incorporating diverse data from various sources, to teach models to recognize and match fundamental structures across images, which generalizes effectively across more than eight unseen cross-modality registration tasks.