2025 Poster "self-attention layer" Papers

3 papers found

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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