This content is produced by a publishing partner of Open Mic. Open Mic is the self-publishing platform for the marketing industry, allowing members to publish news, opinion and insights on thedrum.com ...

Automated Extraction of Grade, Stage, and Quality Information From Transurethral Resection of Bladder Tumor Pathology Reports Using Natural Language Processing “Other” entries occurred in 329 of ...

Mutual information (MI) is a powerful method for detecting relationships between data sets. There are accurate methods for estimating MI that avoid problems with "binning" when both data sets are ...

Masked diffusion has emerged as a promising alternative to autoregressive models for the generative modeling of discrete data. Despite its potential, existing research has been constrained by overly ...

A generative model is a method for generating a target distribution with the desired statistics. Generative models are a fundamental facet of machine learning, instrumental to a number of important ...

Variational autoencoders are prominent generative models for modeling discrete data. However, with flexible decoders, they tend to ignore the latent codes. In this paper, we study a VAE model with a ...