Look Beyond Saliency: Low-Attention Guided Dual Encoding for Video Semantic Search. - Faisal Aljehrai; Mohammed Alkhrashi; Alreem Almuhrij; Sarah Abuhimed; Noorh Aldossary; Abdullah Aldwyish; Raied Aljadaany; Huda AlAmri; Muhammad Kamran J. Khan (CoRR, 2026)