2 papers
cs.LG2025
On the accuracy of implicit neural representations for cardiovascular anatomies and hemodynamic fields
Jubilee Lee, Daniele E. Schiavazzi
Implicit neural representations (INRs, also known as neural fields) have recently emerged as a powerful framework for knowledge representation, synthesis, and compression. By encod…
cs.LG2023
LINFA: a Python library for variational inference with normalizing flow and annealing
Yu Wang, Emma R. Cobian, Jubilee Lee +3
Variational inference is an increasingly popular method in statistics and machine learning for approximating probability distributions. We developed LINFA (Library for Inference wi…