Literature Reviews

Reviewed research papers, articles, and publications relevant to digital accessibility.

• Multi-Perspective Visual Contrastive Decoding for Reliable Assistance

  Bocheng Pan, Hailong Shi, Xingyu Gao (2026) — ACM Transactions on Internet of Things

  This technical paper presents MPVCD (Multi-Perspective Visual Contrastive Decoding), a framework designed to address the reliability of AI-generated visual descriptions for people who are blind or have low vision (BLV). The core problem it tackles: w…

  • blindness and low vision
  • multimodal AI
  • image captioning
  • visual hallucination
  • assistive technology
  • IoT
  • visual description
  • machine learning