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Learning discriminative features within forward-Forward algorithm using convolutional prototype

delete2026-01-24
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PRE
AI
李秋富 封面图
李秋富 (Qiufu Li)
Z
Zewen Li
沈琳琳 封面图
沈琳琳 (Linlin Shen)
DOI:10.1016/j.patcog.2026.113139delete
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摘要

摘要

En 中文
• We introduce prototype learning in forward-forward (FF) algorithm for the first time. • We propose PLFF to improve properties of features learned by FF algorithm. • We evaluate FF methods on long-tailed datasets for the first time. • Our PLFF achieves state-of-the-art performance across various public datasets.

期刊

Pattern Recognition 封面图
Pattern Recognition
IF:
7.6
论文数:
1.3W
被引数:
4.5W

机构

S
School of Artificial Intelligence
学者数:
754
论文数: 344
被引数: 0
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