More Than A Shortcut: A Hyperbolic Approach To Early-Exit Networks. - Swapnil Bhosale; Cosmin Frateanu; Camilla Clark; Arnoldas Jasonas; Chris Mitchell; Xiatian Zhu; Vamsi Krishna Ithapu; Giacomo Ferroni; Cagdas Bilen; Sanjeel Parekh (CoRR, 2025)