Learning Forgery Region-Aware and ID-Independent Features for Face Manipulation Detection

Over the past several years, to solve the problem of malicious abuse of facial manipulation technology, face manipulation detection has obtained considerable attention. Although existing works achieved impressive performance on a hold-out test set, their methods suffered a significant performance drop on data from a different distribution than the training set used. In this paper, we conduct an in...