Author

Lin Zhao

h-index 3 View on Semantic Scholar

We have 2 of 7 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Jul 2026

Rethinking Layer-Wise Information Allocation for Vision Foundation Model Adaptation

Inspired by the Information Bottleneck principle, Prompted Information Bottlenecks (PIB) is introduced, a framework that regularizes layer-wise compression-sufficiency trade-offs and promotes a more coherent cross-layer information path.

Yuqi Li, Xi Xiao, Yun-Bei Zhang et al. · arXiv.org · 10 citations

Aug 2026

Adapting Vision Foundation Models with Cascaded Semantics

This work injects two complementary semantic priors into Visual prompt tuning, a cascaded scheme that integrates both priors throughout ViT adaptation, and proposes a cascaded scheme that integrates both priors throughout ViT adaptation.

Xi Xiao, Xing-Jian Li, Cheng Han et al. · Trans. Mach. Learn. Res. · 0 citations