arxivcs.CV2026-07-17
Personalized Image Aesthetic Assessment via Preference-rich Sample Mining and Cohort Merging
Zhichao Yang, Tianjiao Gu, Zhixianhe Zhang, Xiangfei Sheng, Pengfei Chen, Leida Li
Personalized Image Aesthetic Assessment (PIAA) aims to predict aesthetic ratings of images that vary across individuals. The aesthetic preferences manifest to different extents across distinct visual stimuli and exhibit cohort-specific patterns. Motivated by the above fact, this…