AIBullisharXiv – CS AI · Mar 176/10
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Not All Latent Spaces Are Flat: Hyperbolic Concept Control
Researchers introduced HyCon, a hyperbolic control mechanism for text-to-image models that provides better safety controls by steering generation away from unsafe content. The technique uses hyperbolic representation spaces instead of traditional Euclidean adjustments, achieving state-of-the-art results across multiple safety benchmarks.