Oral "training dynamics" Papers

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Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking

Ting Han, Linara Adilova, Henning Petzka et al.

NEURIPS 2025oralarXiv:2509.17738
3
citations

The emergence of sparse attention: impact of data distribution and benefits of repetition

Nicolas Zucchet, Francesco D'Angelo, Andrew Lampinen et al.

NEURIPS 2025oralarXiv:2505.17863
7
citations

Why Diffusion Models Don’t Memorize: The Role of Implicit Dynamical Regularization in Training

Tony Bonnaire, Raphaël Urfin, Giulio Biroli et al.

NEURIPS 2025oral