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Stochastic subsampling with average pooling

delete2026-01-12
delete0
PRE
AI
B
Bum Jun Kim
S
Sang Woo Kim *
DOI：10.1016/j.asoc.2026.114611delete
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摘要

摘要

En 中文
• We propose a new module called stochastic average pooling (SAP). • SAP attains improved theoretical properties of consistency compared to Dropout. • SAP can be seamlessly integrated into existing architectures. • Experiments demonstrate that SAP improves performance across a variety of tasks. • Ablation studies were conducted to validate the module design of SAP.

期刊

Applied Soft Computing 封面图
Applied Soft Computing
IF:
6.6
论文数:
1.4W
被引数:
4.8W

机构

T
the university of tokyo
学者数:
5.0K
论文数: 2.3K
被引数: 1
P
POSTECH
学者数:
936
论文数: 383
被引数: 7
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