Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Project
A Dynamic Benchmark for Image Understanding
We have created a procedurally generatable, synthetic dataset for testing spatial reasoning, visual prompting, object recognition and detection. A key question for understanding multimodal model performance is how well is can understand images, in particular…
Microsoft Research Blog
Synergizing habits and goals with variational Bayes: A new framework for biological and artificial embodied agents
The Bayesian behavior framework synergizes habits and goals through variational Bayesian methods, offering new insights on sensorimotor behavior and comprehension of actions.
Project
Flood Forecasting in Critical Flood Prone Areas of Rwanda
Developing short-term flood predictions for timely warnings and damage minimization in highly urbanized regions in Rwanda
Publication