BIOENGINEER

AI Learns to Compose: Hybrid Model Blends Deep Learning and Reinforcement Learning to Write Better Melodies

A new hybrid framework combining a Variational Autoencoder with Proximal Policy Optimization reinforcement learning generates ...
BIOENGINEER

AI That Watches You Dance: Graph Neural Network Learns to Coach Like a Master Teacher

A new graph neural network framework evaluates dance training in real time and automatically adapts practice plans, achieving ...
techtarget

Autoencoders' example uses augment data for machine learning

Developers frequently turn to autoencoders to organize data for machine learning algorithms to improve the efficiency and accuracy of algorithms with less effort from data scientists. Data scientists ...
Visual Studio Magazine

Data Dimensionality Reduction Using a Neural Autoencoder with C#

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns. Imagine that you have a dataset that has many ...
Visual Studio Magazine

Autoencoder Anomaly Detection Using PyTorch

Dr. James McCaffrey of Microsoft Research provides full code and step-by-step examples of anomaly detection, used to find items in a dataset that are different from the majority for tasks like ...