Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Tool
Subseasonal Data Python Package
The subseasonal_data package provides an API for loading and manipulating the SubseasonalClimateUSA dataset developed for training and benchmarking subseasonal forecasting models. Here, subseasonal refers to climate and weather forecasts made 2-6 weeks in advance. See…
Microsoft Research Blog
Make Every feature Binary: A 135B parameter sparse neural network for massively improved search relevance
Recently, Transformer-based deep learning models like GPT-3 have been getting a lot of attention in the machine learning world. These models excel at understanding semantic relationships, and they have contributed to large improvements in Microsoft…
Podcast
New Future of Work: Redefining workspaces as hybrid and remote work become more prevalent with Jaime Teevan and Ginger Hudson
In this episode of The New Future of Work series, Chief Scientist Jaime Teevan and Principal User Research Manager Ginger Hudson share how people evolved their home office setups throughout the COVID-19 pandemic, and they…
Video
ALIGN: Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision
Pre-trained representations are becoming crucial for many NLP and perception tasks. While representation learning in NLP has transitioned to training on raw text without human annotations, visual and vision-language representations still rely heavily on curated…
Event
Microsoft at COLT 2021
Microsoft is proud to be a Gold sponsor at The 34th Annual Conference on Learning Theory (COLT 2021).