A Survey on Long-Tailed Visual Recognition

The heavy reliance on data is one of the major reasons that currently limit the development of deep learning. Data quality directly dominates the effect of deep learning models, and the long-tailed distribution is one of the factors affecting data quality. The long-tailed phenomenon is prevalent due...

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Vydáno v:	International journal of computer vision Ročník 130; číslo 7; s. 1837 - 1872
Hlavní autoři:	Yang, Lu, Jiang, He, Song, Qing, Guo, Jun
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.07.2022 Springer Springer Nature B.V
Témata:	Artificial Intelligence Computational linguistics Computer Imaging Computer Science Datasets Deep learning Image Processing and Computer Vision Information management Language processing Laws, regulations and rules Natural language interfaces Pattern Recognition Pattern Recognition and Graphics Recognition Survey Papers Surveys Vision Deep learning Long-tailed distribution Gini coefficient Visual recognition
ISSN:	0920-5691, 1573-1405
On-line přístup:	Získat plný text
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