2025 "self-attention complexity" Papers

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AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees

Yangning Li, Shaoshen Chen, Yinghui Li et al.

NeurIPS 2025posterarXiv:2512.04550
4
citations

Towards Interpretable and Efficient Attention: Compressing All by Contracting a Few

Qishuai Wen, Zhiyuan Huang, Chun-Guang Li

NeurIPS 2025spotlightarXiv:2509.16875
1
citations

ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models

Guoyizhe Wei, Rama Chellappa

ICCV 2025posterarXiv:2504.00037
2
citations