Posts by Tags

cold-start

Multi-armed Bandits Algorithms

7 minute read

Published:

In recommendations setting, one would occasionally come across multi-armed bandits algorithm mentioned as a method to serve recommended content. In this article, I will go over what bandit algorithms mean, what the popular algorithms are, as well as how multi-armed bandits are used in recommendations.

computer vision

A Deep Dive into Latent Diffusion model - Stable Diffusion

13 minute read

Published:

AI image generation is one of the notable AI advances recently. The ability to create striking visuals from text descriptions has a magical quality to it and points clearly to a shift in how humans create art. The release of Stable Diffusion is a clear milestone in this development because it made a high-performance model available to the masses (performance in terms of image quality, as well as speed and relatively low resource/memory requirements).

deep learning

image generation

A Deep Dive into Latent Diffusion model - Stable Diffusion

13 minute read

Published:

AI image generation is one of the notable AI advances recently. The ability to create striking visuals from text descriptions has a magical quality to it and points clearly to a shift in how humans create art. The release of Stable Diffusion is a clear milestone in this development because it made a high-performance model available to the masses (performance in terms of image quality, as well as speed and relatively low resource/memory requirements).

paper reading

A Deep Dive into Latent Diffusion model - Stable Diffusion

13 minute read

Published:

AI image generation is one of the notable AI advances recently. The ability to create striking visuals from text descriptions has a magical quality to it and points clearly to a shift in how humans create art. The release of Stable Diffusion is a clear milestone in this development because it made a high-performance model available to the masses (performance in terms of image quality, as well as speed and relatively low resource/memory requirements).

production

Insights into Twitter Recommendation System

11 minute read

Published:

In this article, I will go into insights about the recommendation systems at Twitter, particularly the components that power tweet and account recommendations.

recommendation system

Insights into Twitter Recommendation System

11 minute read

Published:

In this article, I will go into insights about the recommendation systems at Twitter, particularly the components that power tweet and account recommendations.

recommendation systems

Multi-armed Bandits Algorithms

7 minute read

Published:

In recommendations setting, one would occasionally come across multi-armed bandits algorithm mentioned as a method to serve recommended content. In this article, I will go over what bandit algorithms mean, what the popular algorithms are, as well as how multi-armed bandits are used in recommendations.