Lightweight Generalized DeepFake Face Detection with WAVIE: Wavelet Augmented Vision Intermediate Embeddings
WAVIE (Wavelet Augmented Vision Intermediate Embeddings) is proposed, an end-to-end architecture that combines complementary spatial and frequency cues on top of a frozen CLIP backbone that outperforms several state-of-the-art generalization baselines for deepfake detection in the wild.
Arya Pulkit, Aditya Ruhela, Akarshan Kapoor et al.
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