2025 "model scalability" Papers

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ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing

Ziteng Wang, Jun Zhu, Jianfei Chen

ICLR 2025posterarXiv:2412.14711
28
citations

Towards Neural Scaling Laws for Time Series Foundation Models

Qingren Yao, Chao-Han Huck Yang, Renhe Jiang et al.

ICLR 2025posterarXiv:2410.12360

Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing

Peihao Wang, Ruisi Cai, Yuehao Wang et al.

ICLR 2025posterarXiv:2501.00658
7
citations