Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning

Zihua Zhao, Mengxi Chen, Tianjie Dai +4

Noisy correspondence that refers to mismatches in cross-modal data pairs, is prevalent on human-annotated or web-crawled datasets. Prior approaches to leverage such data mainly con…