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University of Catania
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Instant, verifiable machine unlearning is now possible without retraining or access to original data, reshaping the landscape of privacy-compliant AI.
You can now audit black-box vision models for biases and failure modes using only their output probabilities, thanks to a clever LLM-powered semantic search.
Forget replaying old data – this continual learning method dreams up entirely new classes to train on, boosting forward transfer and outperforming standard rehearsal techniques.