AI system creates realistic images and art from a textual description

“An astronaut riding a horse as pencil drawing”. This and many more images can be easily…

Pruning for Deep Neural Networks — Techniques to Prune Image and Language Models

In this blog post, we will go over two techniques for pruning deep neural networks. One…

Implementing a Transformer From Scratch

7 Things You Didn’t Know About the Transformer Read more at Medium…

My elaborate study notes on reinforcement learning

In this article we would like to share what we have learned about Reinforcement Learning. Read…

Lottery ticket hypothesis in deep learning

In this article, we cover what the lottery ticket hypothesis in deep learning is and its…

Researchers From Idiap Research Institute Propose ‘HyperMixer’: An MLP-Based Green AI Alternative To Transformers

Researchers From Idiap Research Institute Propose ‘HyperMixer’: An MLP-Based Green AI Alternative To Transformers Read more…

New GPT-3 Capabilities: Edit & Insert

We’ve released new versions of GPT-3 and Codex which can edit or insert content into existing…

Neural Networks Intuitions: 13.Out-of-Distribution Detection and HOD Loss — Paper Explanation

The term “unseen” can mean two or more things here: inputs that do not correspond to…

Training a 1 Trillion Parameter Model With PyTorch Fully Sharded Data Parallel on AWS

Linear scaling efficiency is observed when the number of GPUs is increased from 8 GPUs to…

Make Extra Money on the Side with Data Science

Monetize your machine learning models using FastAPI, Docker, GCP Cloud Run, and Rapid API in 5…

Will Transformers Take Over Artificial Intelligence? | Quanta Magazine

A simple algorithm that revolutionizes how neural networks approach language is now taking on image classification…

Avoid Repetitive Strain Injury With Machine Learning – And Pikachu

The humble mouse has been an essential part of the desktop computing experience ever since the…