Author

Yan Wang

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#artificial intelligence May 2026

Towards Generalization of Block Attention via Automatic Segmentation and Block Distillation

This work constructs SemanticSeg, a large and diverse semantic segmentation dataset, and proposes block distillation, a training framework that is more efficient than block fine-tuning, which uses a frozen full-attention teacher model to guide the block-attention student.

Shuaiyi Li, Zhisong Zhang, Yan Wang et al. · arXiv.org · 0 citations

Jul 2026

GlobalForge: Towards Robust AI-Generated Image Detection

The proposed GlobalForge improves average BAcc on 8 in-the-wild benchmark groups by $\mathbf{5.89\%}$ over the previous state-of-the-art, and is clearly ahead of representative baselines on RealDeg-Bench under both single and compound degradations.

Manni Cui, Ruiqi Liu, Dianyuan Zou et al. · arXiv.org · 0 citations