AI Frontier Lectures

Mar 24, 2025 · Artificial Intelligence

How MambaIRv2 Boosts Image Restoration with Attentive State‑Space Design

Introducing MambaIRv2, an image restoration backbone that replaces Mamba’s causal scanning with an attentive state‑space module, achieving single‑direction scanning, reduced parameters and computation, and superior performance on lightweight and classic super‑resolution, JPEG artifact removal, and denoising tasks, as validated by CVPR‑2025 results.