TCP-SSM: Efficient Vision State Space Models with Token-Conditioned Poles

Sara Shoouri, Morteza Tavakoli Taba, Hun-Seok Kim

State Space Models (SSMs) have emerged as a compelling alternative to attention models for long-range vision tasks, offering input-dependent recurrence with linear complexity. Howe…