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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jiayi Wu

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Sep 2026

TAC-Diff: Texture-Anchored Color Diffusion for Low-Light Image Enhancement.

Low-light image enhancement aims to improve images captured under poor illumination by restoring texture details and correcting color and contrast. While diffusion-based models have demonstrated powerful generative capabilities and significant progress in this task, existing approaches face two empirical challenges. Fi...

Xin Xu, Jia-Yi Wu, Wei Liu et al. · 0 citations
Conference Jul 2026

STGraphVQA: spatial-temporal graph reasoning with hierarchical cognition for interpretable driving scene understanding

STGraphVQA, a framework that represents driving scenes as dynamic spatiotemporal graphs, where nodes denote traffic participants, edges encode spatial and semantic relationships, and the temporal dimension captures their evolution, provides a promising direction toward interpretable autonomous driving systems.

Dengquan Zhang, Jiayi Wu, Qingshan Wang et al. · 0 citations

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