Deep long-tailed visual recognition is a challenging task due to its extreme imbalance in classes. Existing methods improve the overall performance by making a trade-off between head and tail classes.

In this paper, we introduce the incremental temporally weighted principal component analysis (ITWPCA) algorithm, based on singular value decomposition update, and the incremental temporally weighted ...