A reinforcement learning tutor re-weights deepfake training samples using historical performance signals to improve generalization on unseen manipulations.
Gan-generated faces detection: A survey and new perspectives.ECAI 2023, pages 2533–2542, 2023
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Tutor-Student Reinforcement Learning: A Dynamic Curriculum for Robust Deepfake Detection
A reinforcement learning tutor re-weights deepfake training samples using historical performance signals to improve generalization on unseen manipulations.