Graph Convolutional Networks (GCN): From CNN point of view

Table of Content: 00:00 CNN Summary 00:58 Analogy of CNN with Graph 03:00 Self-loop connection 04:22 GCN paper link: https://arxiv.org/abs/1609.02907 Icon made by Freepik from flaticon.com

But what is a convolution?

But what is a convolution?

Mathe-News! Durchbruch beim Kürzeste-Wege-Problem

Mathe-News! Durchbruch beim Kürzeste-Wege-Problem

Yann LeCun's $1B Bet Against LLMs [Part 1]

Yann LeCun's $1B Bet Against LLMs [Part 1]

Reinventing Entropy | Compression is Intelligence Part 1

Reinventing Entropy | Compression is Intelligence Part 1

AlphaFold - The Most Useful Thing AI Has Ever Done

AlphaFold - The Most Useful Thing AI Has Ever Done

Electrons Don't Actually Orbit Like This

Electrons Don't Actually Orbit Like This

Understanding Graph Attention Networks

Understanding Graph Attention Networks

ST-GCN: Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

ST-GCN: Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

The spelled-out intro to language modeling: building makemore

The spelled-out intro to language modeling: building makemore

Yann LeCun: World Models: Enabling the next AI revolution

Yann LeCun: World Models: Enabling the next AI revolution

Gradient descent, how neural networks learn | Deep Learning Chapter 2

Gradient descent, how neural networks learn | Deep Learning Chapter 2

Let's reproduce GPT-2 (124M)

Let's reproduce GPT-2 (124M)

The moment we stopped understanding AI [AlexNet]

The moment we stopped understanding AI [AlexNet]

An Introduction to Graph Neural Networks: Models and Applications

An Introduction to Graph Neural Networks: Models and Applications

The Most Important Algorithm in Machine Learning

The Most Important Algorithm in Machine Learning

Graph Neural Networks: A gentle introduction

Graph Neural Networks: A gentle introduction

Training Sand to Think: Artificial General Intelligence & Future of Physics

Training Sand to Think: Artificial General Intelligence & Future of Physics

Intuition behind Mamba and State Space Models | Enhancing LLMs!

Intuition behind Mamba and State Space Models | Enhancing LLMs!

Billionaire's WARNING: I'm SELLING. The Crash Is Already Here!

Billionaire's WARNING: I'm SELLING. The Crash Is Already Here!

Theoretical Foundations of Graph Neural Networks

Theoretical Foundations of Graph Neural Networks