Navigating Tabular Data Synthesis Research: Understanding User Needs and Tool Capabilities

31 May 2024

Papers citing "Navigating Tabular Data Synthesis Research: Understanding User Needs and Tool Capabilities"

6 / 6 papers shown

Title
Tabby: Tabular Data Synthesis with Language Models Sonia Cromp Satya Sai Srinath Namburi GNVV Mohammed Alkhudhayri Catherine Cao Samuel Guo Nicholas Roberts Frederic Sala LMTD 58 0 0 04 Mar 2025
Diffusion Models for Time Series Applications: A Survey Lequan Lin Zhengkun Li Ruikun Li Xuliang Li Junbin Gao MedIm DiffM 26 63 0 01 May 2023
STaSy: Score-based Tabular data Synthesis Jayoung Kim C. Lee Noseong Park DiffM 54 57 0 08 Oct 2022
CTAB-GAN: Effective Table Data Synthesizing Zilong Zhao A. Kunar H. V. D. Scheer Robert Birke L. Chen CML 115 144 0 16 Feb 2021
Copula Flows for Synthetic Data Generation Sanket Kamthe Samuel A. Assefa M. Deisenroth 55 50 0 03 Jan 2021
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks E. Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 145 562 0 19 Mar 2017