"sparse activation" Papers

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MoFRR: Mixture of Diffusion Models for Face Retouching Restoration

Jiaxin Liu, Qichao Ying, Zhenxing Qian et al.

ICCV 2025arXiv:2507.19770

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

Ziteng Wang, Jun Zhu, Jianfei Chen

ICLR 2025arXiv:2412.14711
31
citations

SMoSE: Sparse Mixture of Shallow Experts for Interpretable Reinforcement Learning in Continuous Control Tasks

Mátyás Vincze, Laura Ferrarotti, Leonardo Lucio Custode et al.

AAAI 2025paperarXiv:2412.13053
2
citations

Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts

Xiaoming Shi, Shiyu Wang, Yuqi Nie et al.

ICLR 2025arXiv:2409.16040
194
citations

Exploring the Benefit of Activation Sparsity in Pre-training

Zhengyan Zhang, Chaojun Xiao, Qiujieli Qin et al.

ICML 2024arXiv:2410.03440
6
citations