TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transformers

24 July 2023

Papers citing "TransFusion: Generating Long, High Fidelity Time Series using Diffusion Models with Transformers"

8 / 8 papers shown

Title
Synthetic Time Series Data Generation for Healthcare Applications: A PCG Case Study Ainaz Jamshidi M. Arif Sabir Ali Kalhoro Alexander Gelbukh MedIm 70 1 0 17 Dec 2024
A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs Wangbo Zhao Yizeng Han Jiasheng Tang Z. Li Yibing Song K. Wang Zhangyang Wang Yang You 77 0 0 04 Dec 2024
FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainability Md Fahim Sikder R. Ramachandranpillai Daniel de Leng Fredrik Heintz 25 2 0 20 Jun 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Yuxuan Liang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 23 7 0 29 Apr 2024
Foundation Models for Time Series Analysis: A Tutorial and Survey Yuxuan Liang Haomin Wen Yuqi Nie Yushan Jiang Ming Jin Dongjin Song Shirui Pan Qingsong Wen AI4TS AI4CE 81 108 0 21 Mar 2024
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
A Survey on Generative Diffusion Model Hanqun Cao Cheng Tan Zhangyang Gao Yilun Xu Guangyong Chen Pheng-Ann Heng Stan Z. Li MedIm 34 195 0 06 Sep 2022
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 38 135 0 17 Feb 2021