AIWalker

Jul 15, 2025 · Artificial Intelligence

Dynamic Vision Mamba: Re‑ordering Pruning and Adaptive Block Selection Cut FLOPs by 35.2%

This article presents Dynamic Vision Mamba (DyVM), a method that tackles token and block redundancy in Mamba‑based visual models through a novel re‑ordering pruning strategy and dynamic block selection, achieving a 35.2% FLOPs reduction with only a 1.7% accuracy loss while demonstrating strong generalization across tasks and architectures.