The painting “Edmond de Belamy” is an AI-generated portrait that was sold at an auction for $432,500 in 2018. That’s a lot of money for an artificial painting, but how exactly was it created? Back in 2014, a research team at the University of Montreal published a paper…
Deep Learning (DL) has had immense success over the past few years in areas such as computer vision and speech recognition. Recently, DL techniques have also been used to enhance the performance of Recommender Systems (RS). Most major websites and services are using RS…
Before we begin, it’s important to make a distinction between the two techniques in question — Deep Learning (DL) and Reinforcement Learning (RL). By imitating the processes in the human brain, DL uses neural networks to discover patterns in data and make decisions.
In this post, we discuss the details behind our GAN demo at RealityEngines.AI.
Generative adversarial networks (GANs) are viewed by many as the most exciting deep learning development of the last decade, with many applications including data augmentation, image generation…
In the last decade or so, there has been a growing number of applications of machine learning in domains that have a significant and direct impact on human life. In these domains, it is common to find that machine learning models end up learning societal biases and…
I. Rules and progression to machine learning including probabilistic modeling (Naïve Bayes and Conditional Random Fields)
The field of Natural Language processing has come a long way thanks to the contributions of many people in its advancement. To fully appreciate…