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cs.CV2026
HamVision: Hamiltonian Dynamics as Inductive Bias for Medical Image Analysis
Mohamed A Mabrok
We present HamVision, a framework for medical image analysis that uses the damped harmonic oscillator, a fundamental building block of signal processing, as a structured inductive…
cs.CV2025
X-VMamba: Explainable Vision Mamba
Mohamed A. Mabrok, Yalda Zafari
State Space Models (SSMs), particularly the Mamba architecture, have recently emerged as powerful alternatives to Transformers for sequence modeling, offering linear computational…