Improve Representation for Imbalanced Regression through Geometric Constraints

Zijian Dong, Yilei Wu, Chongyao Chen +3

In representation learning, uniformity refers to the uniform feature distribution in the latent space (i.e., unit hypersphere). Previous work has shown that improving uniformity co…