17 citations · 21 across the 3 of their papers we have counts for
3 papers
cs.LG2024
tsGT: Stochastic Time Series Modeling With Transformer
Łukasz Kuciński, Witold Drzewakowski, Mateusz Olko +5
Time series methods are of fundamental importance in virtually any field of science that deals with temporally structured data. Recently, there has been a surge of deterministic tr…
cs.LG2023★ 4 cited
Exploring Continual Learning of Diffusion Models
Michał Zając, Kamil Deja, Anna Kuzina +4
Diffusion models have achieved remarkable success in generating high-quality images thanks to their novel training procedures applied to unprecedented amounts of data. However, tra…
math.PR2012★ 17 cited
Spatial CLT for the supercritical Ornstein-Uhlenbeck superprocess
Piotr Miłoś
In this paper we consider a superprocess being a measure-valued diffusion corresponding to the equation , where is the infinitesimal operator of the \emph{O…