UvA-DARE (Digital Academic
Jia-Hong Huang, Yi-Xian Shen, Hong-Yi Zhu et al.
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Sponsored
AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models
A novel evaluation framework called Image2Text2Image is proposed, which leverages diffusion models, such as Stable Diffusion or DALL-E, for text-to-image generation, and does not rely on human-annotated reference cap-tions, making it a valuable tool for assessing image captioning models.
Jia-Hong Huang, Hongyi Zhu, Yixian Shen et al.
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Preprint
Aug 2026
MMArt: A Multi-Perspective Multimodal Dataset for Visual Art Understanding
MMArt is introduced, a large-scale dataset of 74,234 WikiArt paintings, each annotated with four independently annotated perspectives plus a harmonized unified caption, produced by specialized vision-language models or human annotation and validated through complementary quality evaluations.
Shuai Wang, Wang-Yuan Ding, Yixian Shen et al.
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