5 citations · 5 across the 1 of their papers we have counts for
2 papers
cs.CV2022★ 5 cited
An Investigation into Whitening Loss for Self-supervised Learning
Xi Weng, Lei Huang, Lei Zhao +3
A desirable objective in self-supervised learning (SSL) is to avoid feature collapse. Whitening loss guarantees collapse avoidance by minimizing the distance between embeddings of…
cs.CV2020
An Efficient Agreement Mechanism in CapsNets By Pairwise Product
Lei Zhao, Xiaohui Wang, Lei Huang
Capsule networks (CapsNets) are capable of modeling visual hierarchical relationships, which is achieved by the "routing-by-agreement" mechanism. This paper proposes a pairwise agr…