M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection
M2TR: Multi-modal Multi-scale Transformers for Deepfake Detection
The widespread dissemination of Deepfakes demands effective approaches that can detect perceptually convincing forged images. In this paper, we aim to capture the subtle manipulation artifacts at different scales using transformer models. In particular, we introduce a Multi-modal Multi-scale TRansformer (M2TR), which operates on patches of different sizes to detect …