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Yang-Lin Zhang

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Preprint Sep 2026

IronViT: Toward Efficient Generalist Visual Representation Learning

A generalist vision encoder must capture semantic, spatial, language-aligned, and action-relevant cues within a unified representation, yet softmax attention underlying today's most capable visual backbones becomes prohibitively expensive at high resolution. A natural attempt to address both challenges is to distill mu...

Jia-Xie Huang, Yue Hu, Xin-Liang-Ma-Ming-Fu Zhu et al. · 0 citations

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