all AI news
Data-centric Graph Learning: A Survey. (arXiv:2310.04987v2 [cs.LG] UPDATED)
cs.LG updates on arXiv.org arxiv.org
The history of artificial intelligence (AI) has witnessed the significant
impact of high-quality data on various deep learning models, such as ImageNet
for AlexNet and ResNet. Recently, instead of designing more complex neural
architectures as model-centric approaches, the attention of AI community has
shifted to data-centric ones, which focuses on better processing data to
strengthen the ability of neural models. Graph learning, which operates on
ubiquitous topological data, also plays an important role in the era of deep
learning. In …
ai community alexnet architectures artificial artificial intelligence arxiv attention community cs.lg data data-centric deep learning designing graph graph learning history history of artificial intelligence imagenet impact intelligence neural architectures processing quality quality data resnet survey