4 papers
Towards High-Level Semantic Intelligence
Xiujie Song, Gefei Yang, Yining You +6
Recent advances in AI have substantially expanded its cognitive and reasoning capabilities. From the perspective of semantic complexity, the development of AI reveals a clear traje…
Generating Storytelling Images with Rich Chains-of-Reasoning
Xiujie Song, Qi Jia, Shota Watanabe +4
A single image can convey a compelling story through logically connected visual clues, forming Chains-of-Reasoning (CoRs). We define these semantically rich images as Storytelling…
Is Your Image a Good Storyteller?
Xiujie Song, Xiaoyi Pang, Haifeng Tang +2
Quantifying image complexity at the entity level is straightforward, but the assessment of semantic complexity has been largely overlooked. In fact, there are differences in semant…
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision-Language Models
Xiujie Song, Mengyue Wu, Kenny Q. Zhu +2
Large Vision-Language Models (LVLMs), despite their recent success, are hardly comprehensively tested for their cognitive abilities. Inspired by the prevalent use of the Cookie The…