Gabi Dobocanblog.telepat.io·Nov 17, 2024Understanding ScaleNet: A New Frontier in Graph Neural NetworksArxiv: https://arxiv.org/abs/2411.08758v1 PDF: https://arxiv.org/pdf/2411.08758v1.pdf Authors: Wei Pang, Michael Lones, Chengjia Wang, Qin Jiang Published: 2024-11-13 Graph Neural Networks (GNNs) are a growing area of interest in machine learning, p...Discussdirected graphs
Alexis VANNSONalexisvannson.hashnode.dev·Sep 28, 2024FeaturedApplying Graph Neural Networks for Better Image ClassificationThis article explains how to adapt Graph Neural Networks (GNNs) for image classification. It covers the process from converting images into graphs to updating the model’s parameters. I explore how message passing and global pooling can enhance spatia...William Peltier and 1 other are discussing this2 people are discussing thisDiscuss·36 likes·382 readsgraph neural network
Pronod Bharatiyadata-intelligence.hashnode.dev·Sep 14, 2024Graph Theory Algorithms and Neural Networks: An In-Depth ExplorationGraph theory and neural networks are two seemingly distinct fields in computer science and mathematics, but they have an intrinsic connection that has become increasingly significant as advancements in both areas have evolved. Graph theory, which dea...Discuss·271 readsGraph Neural Networks (GNNs)graph theory
Aniket Hinganebytecodecorner.hashnode.dev·Mar 31, 2024Trend Worth 📖: Why Graph Neural Networks Will Dominate in 2024 & BeyondFull Article 🌐 What is this article about?This article explores the rising prominence of Graph Neural Networks (GNNs) and their potential to revolutionize how we tackle complex, real-world problems. It discusses the limitations of traditional deep l...Discuss·91 readsneural networks
Darsh Pateldarsh-patel.hashnode.dev·Mar 23, 2024Detecting Fake News using Graph Neural Networks and EvidenceIn the digital age, the proliferation of fake news has become a pervasive issue, challenging the integrity of information dissemination. The quest for automated fake news detection has led researchers to explore various methodologies, with evidence-b...Discussgnn
Kanishk Munotkanishkmunot.hashnode.dev·Mar 9, 2024How Graph Neural Networks learn through message parsingIn part one of our blog series, we explored the world of graphs and graph neural networks (GNNs). We learned that GNNs are a powerful tool for machine learning tasks involving graphs, like social networks and molecule structures. But how exactly do G...Discuss·10 likes·126 readsmessage parsing
Kanishk Munotkanishkmunot.hashnode.dev·Mar 9, 2024Introduction to Graph Neural NetworksHave you ever stopped to think about how social media platforms like Facebook or Twitter recommend friends or posts to you? Or perhaps you’ve wondered how self-driving cars navigate through traffic? These are just a few examples of how GNNs are being...Discuss·11 likes·64 readsgnn
Favour Jamesjamesfav.hashnode.dev·Sep 23, 2023GSoC Chronicles: Final Weeks Report(11 & 12)Hi Guys!! Before I dive into the last two weeks of my GSoC journey, I have to share about my recent trip to the Deep Learning Indaba. It was such an amazing experience! From preparing for the event to attending the sessions, and meeting so many new f...Discuss·4 likesGSoC'23 Chroniclesgsoc
Favour Jamesjamesfav.hashnode.dev·Aug 23, 2023GSoC Chronicles: Coding Week Ten(10)Hi Guys!! Welcome to my latest blog post, where I’ll be sharing the highlights of my journey in the Google Summer of Code (GSOC) program. Today, I’ll cover my progress during the tenth and eleventh weeks. In the week 9 blog post, I mentioned my plans...DiscussGSoC'23 Chroniclesgsoc
Favour Jamesjamesfav.hashnode.dev·Aug 15, 2023GSoC Chronicles: Week Nine(9)Hi Guys!! Welcome to my latest blog post, where I’ll be sharing the highlights of my journey in the Google Summer of Code (GSOC) program. Today, I’ll be covering the progress I made during the ninth week. In my blog post for week 8, I outlined my pla...DiscussGSoC'23 Chroniclesgsoc2023
