Transformer Injectivity & Geometric Robustness - Analytic Margins and Bi-Lipschitz Uniformity of Sequence-Level Hidden States
This research establishes rigorous theoretical bounds on Transformer injectivity and geometric robustness, introducing novel diagnostics to quantify stabilit...