68 citations · 107 across the 7 of their papers we have counts for
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cs.CV2018★ 15 cited
Single-Label Multi-Class Image Classification by Deep Logistic Regression
Qi Dong, Xiatian Zhu, Shaogang Gong
The objective learning formulation is essential for the success of convolutional neural networks. In this work, we analyse thoroughly the standard learning objective functions for…
cs.CV2018★ 4 cited
Imbalanced Deep Learning by Minority Class Incremental Rectification
Qi Dong, Shaogang Gong, Xiatian Zhu
Model learning from class imbalanced training data is a long-standing and significant challenge for machine learning. In particular, existing deep learning methods consider mostly…