Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Tool
iPhys Toolbox
Accompanying paper: iPhys: An Open Non-Contact Imaging-Based Physiological Measurement Toolbox A MATLAB toolbox for iPPG analysis. The toolbox includes implementations of commonly used methods.
Tool
MTTS-CAN
Accompanies the paper Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
Microsoft Research Blog
Utilizing consumer cameras for contact-free physiological measurement in telehealth and beyond
According to the CDC WONDER Online Database (opens in new tab), heart disease is currently the leading cause of death for both men and women in the United States. However, most deaths due to cardiovascular…
Microsoft Research Blog
A Microsoft custom data type for efficient inference
AI is taking on an increasingly important role in many Microsoft products, such as Bing and Office 365. In some cases, it’s being used to power outward-facing features like semantic search in Microsoft Word or…
Publication
Deep Evidential Regression
Video
Different Career Paths: Academia and Industry Panel | Microsoft PhD Summit 2020
A panel of four researchers across academia and industry discuss their different career paths in research. Speakers: Gonzalo Ramos, Principal Researcher, Microsoft [Discussion Lead] Valerie Taylor, CEO and President, CMD-IT & Director, Mathematics and Computer…
Microsoft Research Blog
Adversarial machine learning and instrumental variables for flexible causal modeling
We are going through a new shift in machine learning (ML), where ML models are increasingly being used to automate decision-making in a multitude of domains: what personalized treatment should be administered to a patient,…
