36 citations · 63 across the 4 of their papers we have counts for
4 papers
Surfacing Variations to Calibrate Perceived Reliability of MLLM-generated Image Descriptions
Meng Chen, Akhil Iyer, Amy Pavel
Multimodal large language models (MLLMs) provide new opportunities for blind and low vision (BLV) people to access visual information in their daily lives. However, these models of…
Context-Aware Image Descriptions for Web Accessibility
Ananya Gubbi Mohanbabu, Amy Pavel
Blind and low vision (BLV) internet users access images on the web via text descriptions. New vision-to-language models such as GPT-V, Gemini, and LLaVa can now provide detailed im…
Making Short-Form Videos Accessible with Hierarchical Video Summaries
Tess Van Daele, Akhil Iyer, Yuning Zhang +3
Short videos on platforms such as TikTok, Instagram Reels, and YouTube Shorts (i.e. short-form videos) have become a primary source of information and entertainment. Many short-for…
Exploring Community-Driven Descriptions for Making Livestreams Accessible
Daniel Killough, Amy Pavel
People watch livestreams to connect with others and learn about their hobbies. Livestreams feature multiple visual streams including the main video, webcams, on-screen overlays, an…