Plug-and-play split Gibbs sampler: embedding deep generative priors in Bayesian inference

F Coeurdoux, N Dobigeon, P Chainais - arXiv preprint arXiv:2304.11134, 2023 - arxiv.org
This paper introduces a stochastic plug-and-play (PnP) sampling algorithm that leverages
variable splitting to efficiently sample from a posterior distribution. The algorithm based on …

Plug-and-Play Split Gibbs Sampler: embedding deep generative priors in Bayesian inference

F Coeurdoux, N Dobigeon… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper introduces a stochastic plug-and-play (PnP) sampling algorithm that leverages
variable splitting to efficiently sample from a posterior distribution. The algorithm based on …

Decoherence effects in a three-level system under Gaussian process

SM Zangi, A ur Rahman, ZX Ji, H Ali, HG Zhang - Symmetry, 2022 - mdpi.com
When subjected to a classical fluctuating field characterized by a Gaussian process, we
examine the purity and coherence protection in a three-level quantum system. This …

A denoising method for power equipment images based on block-matching and 3D filtering

H Jiang, C Wu - Review of Scientific Instruments, 2024 - pubs.aip.org
A substation is important equipment of the power system, and there are many power
equipment components in the substation. In order to better detect the working status of …

Image noise level estimation via kurtosis test

J Wu, S Xie, Z Li, S Wu - Journal of Electronic Imaging, 2022 - spiedigitallibrary.org
Noise level estimation is a long-standing problem in image processing. The challenge
arises from the estimation being easily affected by texture information. We propose an …

[PDF][PDF] МЕТОД ВОССТАНОВЛЕНИЯ ДИНАМИЧЕСКИХ ИЗОБРАЖЕНИЙ НА ОСНОВЕ ОПТИМАЛЬНОЙ ИНТЕРПОЛЯЦИИ

ВВ Сергеев - 2022 - dissertatsia.ru
Диссертация посвящена разработке метода восстановления (сверхразрешения)
динамических изображений с использованием оптимальной интерполяции. Под …