Xin Gan

Collaborative Unsupervised Visual Representation Learning From Decentralized Data

Unsupervised representation learning has achieved outstanding performances using centralized data available on the Internet. However, the increasing awareness of privacy protection limits sharing of decentralized unlabeled image data that grows explosively in multiple parties (e.g. mobile phones and…