Distilled transformers with locally enhanced global representations for face forgery detection

Yaning Zhang, Qiufu Li, Zitong Yu, Linlin Shen

Abstract: Highlights•A distilled transformer network to capture locally enhanced global forgery traces.•A plug-and-play MAS module to increase the diversity of attention maps.•A novel self-distillation scheme that yields soft labels and combines metric learning.