Deepfake detectors contain lottery ticket subnetworks that preserve accuracy at high sparsity, and iterative magnitude pruning outperforms one-shot pruning in the experiments reported.
MesoNet: a compact facial video forgery detection network,
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Uncovering Critical Features for Deepfake Detection through the Lottery Ticket Hypothesis
Deepfake detectors contain lottery ticket subnetworks that preserve accuracy at high sparsity, and iterative magnitude pruning outperforms one-shot pruning in the experiments reported.