Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Vidéo
Carbon capture in geological formations optimized by machine learning
Carbon capture and storage (CCS) is among the most promising technologies to decarbonize industrial emissions, such as those coming from cement or steel production. The core idea of geological CCS is to compress CO2 emissions…
Publication
A Survey on Embedding Dynamic Graphs
Blog de recherche Microsoft
Tutel: An efficient mixture-of-experts implementation for large DNN model training
Mixture of experts (MoE) is a deep learning model architecture in which computational cost is sublinear to the number of parameters, making scaling easier. Nowadays, MoE is the only approach demonstrated to scale deep learning…
Publication
Recommendations as Treatments
Outil
Aerial Wildlife Detection
AIDE: Annotation Interface for Data-driven Ecology – Tools for detecting wildlife in aerial images using active learning