3 citations · 8 across the 12 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.LG2021
Dynamically Stable Poincaré Embeddings for Neural Manifolds
Jun Chen, Yuang Liu, Xiangrui Zhao +2
In a Riemannian manifold, the Ricci flow is a partial differential equation for evolving the metric to become more regular. We hope that topological structures from such metrics ma…
cs.LG2021★ 3 cited
Thoughts on the Consistency between Ricci Flow and Neural Network Behavior
Jun Chen, Tianxin Huang, Wenzhou Chen +1
The Ricci flow is a partial differential equation for evolving the metric in a Riemannian manifold to make it more regular. On the other hand, neural networks seem to have similar…