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AI Frontier Lectures
AI Frontier Lectures
May 15, 2025 · Artificial Intelligence

DefMamba: How Deformable Scanning Boosts Vision State‑Space Models

DefMamba introduces a deformable visual state‑space model that dynamically adjusts scanning paths and reference points, preserving spatial structure and improving feature capture, achieving state‑of‑the‑art results on ImageNet classification, COCO detection, and ADE20K segmentation while reducing computational cost.

DefMambaDeformable ScanningState Space Model
0 likes · 23 min read
DefMamba: How Deformable Scanning Boosts Vision State‑Space Models
AIWalker
AIWalker
May 12, 2025 · Artificial Intelligence

DefMamba: A Deformable Multi‑Scale Visual Foundation Model that Boosts Vision Tasks

DefMamba introduces a multi‑scale backbone, deformable Mamba modules, and a dynamic scanning strategy to preserve image spatial structure, achieving state‑of‑the‑art performance on image classification, object detection, and semantic segmentation benchmarks.

DefMambacomputer visiondeformable state space
0 likes · 23 min read
DefMamba: A Deformable Multi‑Scale Visual Foundation Model that Boosts Vision Tasks