no code implementations • 11 Oct 2021 • Shaoyu Zhang, Chen Chen, Xiujuan Zhang, Silong Peng
When applying mixup to long-tailed data, a label suppression issue arises, where the frequency of label occurrence for each class is imbalanced and most of the new examples will be completely or partially assigned with head labels.
1 code implementation • 24 Sep 2021 • Wen Qian, Xue Yang, Silong Peng, Junchi Yan, Xiujuan Zhang
We classify the discontinuity of loss in both five-param and eight-param rotated object detection methods as rotation sensitivity error (RSE) which will result in performance degeneration.