FractalMamba++: Scaling Vision Mamba Across Resolutions via Hilbert Fractal Geometry

Bo Li, Haoke Xiao, Lv Tang

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 sta…