works on
diffusion-based generation 1personalized thumbnail generation 1user preference modeling 1video highlight retrieval 1visual language models 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.MM2026

What Would You Click? Personalized Video Thumbnail Generation with Preference-aware Highlight Retrieval

Zhiyu He, Zecheng Zhao, Tong Chen +3

The paper proposes a two‑stage system that first retrieves user‑specific video highlights and then generates personalized video thumbnails using a diffusion model guided by visual‑…