Data Party THU

Sep 20, 2025 · Artificial Intelligence

How Mamba-Adaptor Revives State‑Space Models for Vision Tasks

The Mamba-Adaptor introduces a dual‑module adapter that overcomes causal computation limits, long‑range memory decay, and spatial structure loss in state‑space models, delivering state‑of‑the‑art results on ImageNet, COCO, and various downstream visual tasks with minimal overhead.