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Image Credit: Arxiv

Prompting Forgetting: Unlearning in GANs via Textual Guidance

  • State-of-the-art generative models pose ethical and legal challenges to service providers.
  • Text-to-Unlearn is a framework that selectively unlearns concepts from pre-trained GANs using text prompts.
  • It enables feature unlearning, identity unlearning, and tasks like expression and multi-attribute removal.
  • Text-to-Unlearn offers a scalable and efficient solution without requiring additional datasets or fine-tuning.

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