Adapt to Scarcity: Few-Shot Deepfake Detection via Low-Rank Adaptation
Published in International Conference on Pattern Recognition, 2025
This paper presents a novel approach for few-shot deepfake detection that leverages low-rank adaptation techniques to effectively detect deepfakes with limited training data.
Recommended citation: S. Cappelletti, L. Baraldi, F. Cocchi, M. Cornia, R. Cucchiara (2025). "Adapt to Scarcity: Few-Shot Deepfake Detection via Low-Rank Adaptation." International Conference on Pattern Recognition, 111-126.
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