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CondenseNet with exclusive lasso regularization

Group convolution has been widely used in deep learning community to achieve computation efficiency. In this paper, we develop CondenseNet-elasso to eliminate feature correlation among different convolution groups and alleviate neural network’s overfitting problem. It applies exclusive lasso regular...

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Bibliografiske detaljer
Udgivet i:Neural Comput Appl
Main Authors: Ji, Lizhen, Zhang, Jiangshe, Zhang, Chunxia, Ma, Cong, Xu, Shuang, Sun, Kai
Format: Artigo
Sprog:Inglês
Udgivet: Springer London 2021
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Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8236312/
https://ncbi.nlm.nih.gov/pubmed/34219978
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00521-021-06222-0
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