"geometric properties" Papers

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Emergence of a High-Dimensional Abstraction Phase in Language Transformers

Emily Cheng, Diego Doimo, Corentin Kervadec et al.

ICLR 2025arXiv:2405.15471
34
citations

Winner-takes-all learners are geometry-aware conditional density estimators

Victor Letzelter, David Perera, Cédric Rommel et al.

ICML 2024arXiv:2406.04706
6
citations