A reinforcement learning tutor re-weights deepfake training samples using historical performance signals to improve generalization on unseen manipulations.
Are high-quality ai-generated images more difficult for models to detect? InForty-second International Conference on Machine Learning, 2025
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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.