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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Bibliographic Details
Published in:	International journal of computer vision Vol. 130; no. 7; pp. 1837 - 1872
Main Authors:	Yang, Lu, Jiang, He, Song, Qing, Guo, Jun
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.07.2022 Springer Springer Nature B.V
Subjects:	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
Online Access:	Get full text
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