Self Driving Cars: ALVINN

Self Driving Cars: ALVINN

Following up from a previous post on the history of self-driving cars, here's a look at ALVINN and how it learned to steer. Details
Neural Differential Equations

Neural Differential Equations

Siraj Raval explains the importance of neural differential equations to time-series data and why it's a big deal. Details
Introduction to Convolutional Neural Networks for Visual Recognition

Introduction to Convolutional Neural Networks for Visual Recognition

Here's a great lecture from Stanford University introducing the core concepts of convolutional neural networks for computer vision. Details
Gated Graph Sequence Neural Networks

Gated Graph Sequence Neural Networks

Here's an interesting talk from Microsoft Research YouTube channel by Yuija Li about Gated Graph Sequence Neural Networks. Details about the presentation and a link... Details
Convolutional Neural Networks Explained

Convolutional Neural Networks Explained

Here's a great video explaining Convolutional Neural Networks (CNNs), a type of neural network used in computer vision scenarios. Details
CNN Weights – Learnable Parameters in Neural Networks

CNN Weights – Learnable Parameters in Neural Networks

deeplizard has a great video on learnable parameters in neural networks in PyTorch. Details
Graph Neural Networks

Graph Neural Networks

Here's an interesting video posted to the Microsoft Research YouTube channel about graph neural networks. Graph structured data types are a natural representation for such... Details
AI-Based High-Fidelity Image Synthesis

AI-Based High-Fidelity Image Synthesis

Two Minute Papers highlights some of the advances made in GANs over the last 18 months or so. The paper "Large Scale GAN Training for... Details
Can an AI Learn To Draw a Caricature?

Can an AI Learn To Draw a Caricature?

Two Minute Papers highlights an academic research paper that covers how to teach a computer to draw caricatures. Details
A Deeper Understanding of Deep Learning

A Deeper Understanding of Deep Learning

Kaggle has a series of videos on Deep Learning and this video does a great job of explaining gradient descent, loss functions, and other fundamentals of deep... Details