PCF-GAN: generating sequential data via the characteristic function of measures on the path space

21 May 2023

Papers citing "PCF-GAN: generating sequential data via the characteristic function of measures on the path space"

7 / 7 papers shown

Title
Time-Causal VAE: Robust Financial Time Series Generator Beatrice Acciaio Stephan Eckstein Songyan Hou AI4TS 23 2 0 05 Nov 2024
Variance Norms for Kernelized Anomaly Detection Thomas Cass Lukas Gonon Nikita Zozoulenko 16 0 0 16 Jul 2024
High Rank Path Development: an approach of learning the filtration of stochastic processes Jiajie Tao Hao Ni Chong Liu 9 0 0 23 May 2024
GCN-DevLSTM: Path Development for Skeleton-Based Action Recognition Lei Jiang Weixin Yang Xin Zhang Hao Ni 37 1 0 22 Mar 2024
Generative Modelling of Lévy Area for High Order SDE Simulation Andravz Jelinvcivc Ji-cheng Tao William F. Turner Thomas Cass James Foster H. Ni DiffM 16 3 0 04 Aug 2023
GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks Jinsung Jeon Jeonghak Kim Haryong Song Seunghyeon Cho Noseong Park AI4TS 77 42 0 05 Oct 2022
Conditional Loss and Deep Euler Scheme for Time Series Generation Carl Remlinger Joseph Mikael Romuald Elie DiffM 14 12 0 10 Feb 2021