Microsoft TimeCraft For Synthetic Time-Series Data Generation Time-series data is the backbone of critical decision-making in sectors such as healthcare, finance, and transportation. However, generating realistic and adaptable synthetic time-series data is a per... AI frameworks data generation industry applications machine learning open source synthetic data time series
Unlocking the Power of Generalizable Tabular Models with Synthetic Priors Tabular data drives vital decisions across sectors like healthcare, finance, and retail, but most machine learning solutions for these datasets are narrowly optimized and lack broad applicability. Tod... AutoGluon benchmarking foundation models in-context learning machine learning synthetic data tabular data
Invisible Watermarks Secure Synthetic Tabular Data in the Age of Generative AI Generative AI is transforming how businesses access and use data, especially in sensitive industries where using real customer information is restricted. Synthetic tabular data, AI-generated tables th... AI security data attribution diffusion models generative AI synthetic data tabular data watermarking