IEEE

Fully Perturbed Self-Ensemble Framework using Cascaded Parallel CNN-Transformer for Semi-Supervised Medical Image Segmentation

Abstract: Semi-supervised learning (SSL) has achieved remarkable progress in the field of medical image segmentation (MIS), but it still faces two main challenges. First, the consistency learning ...
Fast Company

Perplexity AI sued by CNN for allegedly copying over 17,000 pieces of content without permission

CNN has sued Perplexity, accusing the AI company of unlawfully using the news network’s copyrighted content without permission. The lawsuit, filed on Thursday, claims that Perplexity copied over ...
Nature

An enhanced hypergraph CNN with adaptive focal loss for automated ECG heartbeat classification

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...
IEEE

A Systematic Literature Review on Few-Shot Image Classification

Abstract: Few-shot image classification (FSIC) is a critical task in computer vision that aims to accurately classify new categories with only a limited number of labeled examples. This capability is ...