IREU improves identity unlearning in CPG by offline location of identity features followed by targeted perturbations, outperforming global updates while preserving fidelity for retained identities and generalizing across generators.
arXiv preprint arXiv:2406.15305 (2024)
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IREU: Identity-Related Encoder-Only Unlearning for Customized Portrait Generation
IREU improves identity unlearning in CPG by offline location of identity features followed by targeted perturbations, outperforming global updates while preserving fidelity for retained identities and generalizing across generators.