Ji-Zhe Zhou

Abstract4D: A Large-Scale Dataset and Framework for Understanding the Visual Language of Abstract Art

This work analyzes the semantic structure of abstract art through large-scale embedding visualization, uncovering how perceptual relationships organize artistic meaning, and establishes benchmark tasks for classification, cross-modal retrieval, and text-to-image generation to evaluate how AI models perceive and reprodu...