Ashim Shrestha

Rethinking Handwritten Character Recognition

GraphemeNet is introduced, a unified multi-script architecture, governed by two orthogonal binary axes, that generalises with only scaffold and decoder topology varying per script, consistently challenging, outperforming published baselines, and establishing structural-prior efficiency as a broadly applicable principle...