Shuguang Dou

Adaptive Discriminative Regularization for Visual Classification

2022 · arXiv (Cornell University)

How to improve discriminative feature learning is central in classification. Existing works address this problem by explicitly increasing inter-class separability and intra-class similarity, whether by constructing positive and negative pairs for contrastive learning or posing …