"self-attention layer" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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Attention layers provably solve single-location regression

Pierre Marion, Raphaël Berthier, Gérard Biau et al.

ICLR 2025posterarXiv:2410.01537
10
citations

Attention Mechanism, Max-Affine Partition, and Universal Approximation

Hude Liu, Jerry Yao-Chieh Hu, Zhao Song et al.

NeurIPS 2025posterarXiv:2504.19901
6
citations

What Does It Mean to Be a Transformer? Insights from a Theoretical Hessian Analysis

Weronika Ormaniec, Felix Dangel, Sidak Pal Singh

ICLR 2025posterarXiv:2410.10986
10
citations

SpecFormer: Guarding Vision Transformer Robustness via Maximum Singular Value Penalization

Xixu Hu, Runkai Zheng, Jindong Wang et al.

ECCV 2024posterarXiv:2402.03317
5
citations