AI RESEARCH
FractalMamba++: Scaling Vision Mamba Across Resolutions via Hilbert Fractal Geometr
arXiv CS.CV
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ArXi:2505.14062v3 Announce Type: replace Vision Mamba offers linear complexity for long visual sequences, yet its performance depends critically on how a two-dimensional patch grid is serialized into a one-dimensional state-space recurrence. Raster-style scans disrupt spatial continuity, and the mismatch between 2D locality and 1D state propagation becomes increasingly severe when the inference resolution grows beyond the