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Jun, 2023
NCL++:用于长尾视觉识别的嵌套协作学习
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition
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Zichang Tan, Jun Li, Jinhao Du, Jun Wan, Zhen Lei...
TL;DR
该研究提出了一种名为Nested Collaborative Learning的方法,它使用协作学习和平衡的在线蒸馏来解决长尾学习问题,并明显优于现有方法。
Abstract
Long-tailed visual recognition has received increasing attention in recent years. Due to the extremely
imbalanced data distribution
in
long-tailed learning
, the learning process shows great uncertainties. For exa
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