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Hyperbolic parallel-transport steering

Techniqueadvanced

Steers a representation in a curved (hyperbolic/Lorentz) embedding space by parallel-transporting a concept's tangent-space direction from where it was measured to the query point's own tangent space before applying it via the exponential map - unlike flat additive steering, which reuses one fixed direction regardless of position and drifts off-manifold at large step sizes.

Used in (1 observation)

structure: Hyperbolic Manifold · models: HyCoCLIP, Stable Diffusion XL, Stable Diffusion 3, Stable Diffusion 3.5, FLUX.1 · paper: Not All Latent Spaces Are Flat: Hyperbolic Concept Control