The US AI research company Anthropic has become known for building powerful AI models while simultaneously warning about ...

Abstract: Contrastive learning (CL) has emerged as a powerful approach for self-supervised learning. However, it suffers from sampling bias, which hinders its performance. While the mainstream ...

Lung cancer remains a leading cause of global cancer mortality, demanding precise diagnostic tools for accurate subtype classification. This paper introduces a novel Enhanced GraphSAGE (E-GraphSAGE) ...

Recommender systems are extensively utilized within the e-commerce sector to assist consumers in discovering complementary products aligned with their interests or to discover unique items that may ...

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Contrary to popular belief, the most meaningful developments in ...

Graph contrastive learning (GCL) has attracted rising research attention recently due to its effectiveness in self-supervised graph learning. A key step of GCL is to conduct data augmentation, based ...

Abstract: Graph-based multi-view clustering method has attracted considerable attention in multi-media data analyse community due to its good clustering performance and efficiency in characterizing ...

Cognitive tasks induce fluctuations in the functional connectivity between brain regions which constitute cognitive networks in the human brain. Although several cognitive networks have been ...