2 papers
cs.LG2023
Entropy Neural Estimation for Graph Contrastive Learning
Yixuan Ma, Xiaolin Zhang, Peng Zhang +1
Contrastive learning on graphs aims at extracting distinguishable high-level representations of nodes. In this paper, we theoretically illustrate that the entropy of a dataset can…
cs.CV2023
Mutual Exclusive Modulator for Long-Tailed Recognition
Haixu Long, Xiaolin Zhang, Yanbin Liu +2
The long-tailed recognition (LTR) is the task of learning high-performance classifiers given extremely imbalanced training samples between categories. Most of the existing works ad…