This project demonstrates the use of a Variational AutoEncoder (VAE) to learn a latent space representation of simple synthetic data: black-and-white images of circles with varying radius, x, and y ...

Abstract: Dimensionality reduction using Variational Autoencoder (VAE) is widely employed in learning diverse state representations, such as in autonomous driving tasks. Conventional VAE-based ...

This repository contains a pytorch (+ pytorch_lightning) implementation of the Variational Fair Autoencoder (VFAE) as proposed in "The Variational Fair Autoencoder". The code was written in order to ...

Abstract: As industrial IoT networks evolve, they become increasingly vulnerable to cyberattacks, such as Denial of Service and backdoor attacks, which lead to anomalies in data streams (e.g., unusual ...

Columbia Engineers have created a robot capable of mimicking and learning human lip movements during speech. The upgraded design combines advanced robotics with AI, enabling the device—named Emo—to ...

Wall Street awaits Fed Chair Powell and counterparts at ECB forum Mortgage demand rises for a 3rd straight week 10-year Treasury yield down 1.9 bps to 3.745% The artificial intelligence trade had a ...

Software engineering is the branch of computer science that deals with the design, development, testing, and maintenance of software applications. Software engineers apply engineering principles and ...