"initialization schemes" Papers

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Autocorrelation Matters: Understanding the Role of Initialization Schemes for State Space Models

Fusheng Liu, Qianxiao Li

ICLR 2025oralarXiv:2411.19455
6
citations

Fast Training of Sinusoidal Neural Fields via Scaling Initialization

Taesun Yeom, Sangyoon Lee, Jaeho Lee

ICLR 2025posterarXiv:2410.04779
8
citations

Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models

Akhil Kedia, Mohd Abbas Zaidi, Sushil Khyalia et al.

ICML 2024poster