cross-domain evaluation 1peak-end rule 1temporal aggregation 1video aesthetic assessment 1vision transformer 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Peak-End-Net: A Peak-End Rule Inspired Framework for Generalizable Video Aesthetic Assessment
Geng Li, Haiwen Li, Rui Chen +3
The paper introduces Peak-End-Net, a lightweight framework that uses the psychological peak‑end rule to assess video aesthetics by combining frame‑wise aesthetic priors from a pret…
cs.MA2026
M2Note: Continual Evolution of Vision Language Models via Mistake Notebook Learning
Haiwen Li, Jing Tang, Rui Chen +2
Vision Language Models (VLMs) have demonstrated remarkable capabilities in multimodal reasoning tasks, yet they still suffer from recurring failures, such as skipping key visual ch…