GGSS Enables Inference-Time Debiasing for Generative VLMs

Geodesic-Gated Spherical Steering (GGSS) is a norm-preserving intervention that steers visual tokens along geodesic arcs on the unit hypersphere to mitigate demographic bias. It uses an adaptive gate to focus corrections on tokens with high demographic signals.