Abstract: This paper presents a clustering-based class decomposition approach to improve the performance of classifiers. Class decomposition works by dividing each class into clusters, and by ...

A collection of Python scripts demonstrating how to run various AI tasks locally using models from the Hugging Face Hub and the transformers library (along with related libraries like datasets, ...

but little work has addressed the more practical and challenging continual clustering (CC) with shifting data distributions. Additionally, class-overlapping, also a challenging issue, where classes ...