21 citations · 23 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 2 cited
Normalizing Flow-based Differentiable Particle Filters
Xiongjie Chen, Yunpeng Li
Recently, there has been a surge of interest in incorporating neural networks into particle filters, e.g. differentiable particle filters, to perform joint sequential state estimat…
stat.ME2018★ 21 cited
Invertible Particle Flow-based Sequential MCMC with extension to Gaussian Mixture noise models
Yunpeng Li, Soumyasundar Pal, Mark Coates
Sequential state estimation in non-linear and non-Gaussian state spaces has a wide range of applications in statistics and signal processing. One of the most effective non-linear f…