A new adversarial optimization method for unlearning source-exclusive classes during source-free domain adaptation prevents privacy leakage while preserving target performance.
On- line structured laplace approximations for overcoming catas- trophic forgetting.Advances in Neural Information Process- ing Systems, 31, 2018
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$\oslash$ Source Models Leak What They Shouldn't $\nrightarrow$: Unlearning Zero-Shot Transfer in Domain Adaptation Through Adversarial Optimization
A new adversarial optimization method for unlearning source-exclusive classes during source-free domain adaptation prevents privacy leakage while preserving target performance.