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20242026
most citedVIALM: A Survey and Benchmark of Visually Impaired Assistance with Large Models

3 citations · 3 across the 4 of their papers we have counts for

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cs.HC2025

Sighted by Default: Addressing Implicit Vision Assumptions in Real-Time VLM Assistance for BLV Users

Yi Zhao, Siqi Wang, Qiqun Geng +2

Vision-Language Model (VLM)-based assistance is reshaping independence for blind and low-vision (BLV) users, yet current tools fail in dynamic settings. While request-response arch…