2025
Improve Representation for Imbalanced Regression through Geometric Constraints
CVPR 2025poster
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 contributes to the learning of under-represented classes. However, most of the previous work focused on classification; th…