Do More Modalities Always Help? A Geometric Perspective on Missing-Modality Robustness
Geodesic Unlearning (GU), a lightweight parameter-editing method that leverages Grassmannian subspace geometry for structured subspace correction to improve missing-modality robustness, is proposed and suggested as a practical route for robustness correction.