Abstract: For many years, topological data analysis (TDA) and deep learning (DL) have been considered separate data analysis and representation learning approaches, which have nothing in common. The ...

Abstract: Few-shot semantic segmentation (FSS) is of tremendous potential for data-scarce scenarios, particularly in medical segmentation tasks with merely a few labeled data. Most of the existing FSS ...

A Python CLI tool for extracting and exporting metadata from Dataverse repositories. It supports bulk extraction of dataverses, datasets, and data file metadata from any chosen level of dataverse ...

As a country, we are spending more to get data centers up and running than we spent to build the entire interstate highway system. (Yes, that's inflation-adjusted.) With tech companies spending ...

TWIX is a tool for automatically extracting structured data from templatized documents that are programmatically generated by populating fields in a visual template. TWIX infers the underlying ...