10 citations · 29 across the 7 of their papers we have counts for
4 papers · 1 filter
A Restrained Paillier Cryptosystem and Its Applications for Access Control of Common Secret
Xiaojuan Dong, Weiming Zhang, Mohsin Shah +2
The modified Paillier cryptosystem has become extremely popular and applied in many fields, owning to its additive homomorphism. This cryptosystem provides weak private keys and a…
Gauge theory and twins paradox of disentangled representations
X. Dong, L. Zhou
Achieving disentangled representations of information is one of the key goals of deep network based machine learning system. Recently there are more discussions on this issue. In t…
Understanding over-parameterized deep networks by geometrization
Xiao Dong, Ling Zhou
A complete understanding of the widely used over-parameterized deep networks is a key step for AI. In this work we try to give a geometric picture of over-parameterized deep networ…
Geometrization of deep networks for the interpretability of deep learning systems
Xiao Dong, Ling Zhou
How to understand deep learning systems remains an open problem. In this paper we propose that the answer may lie in the geometrization of deep networks. Geometrization is a bridge…