Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Event
Microsoft Research AI Breakthroughs 2020
Microsoft Research’s invitation-only AI Breakthroughs workshop is a unique event dedicated to discussing the most exciting research breakthroughs in AI with, you, the best and brightest PhD students and Postdoc researchers. This two-day virtual workshop…
Microsoft Research Blog
Dialogue as Dataflow: A new approach to conversational AI
By the Semantic Machines research team “Easier said than done.” These four words reflect the promise of conversational AI. It takes just seconds to ask When are Megan and I both free? but much longer…
Project
Dataflow-based Dialogue
We’ve developed a new dialogue modeling framework for dialogue that can handle complex scenarios. Our approach is based on representing dialogue states as dataflow graphs.
Tool
Denoised Smoothing
This repository contains the code and models necessary to replicate the results of our recent paper: Denoised Smoothing: A Provable Defense for Pretrained Classifiers Hadi Salman, Mingjie Sun, Greg Yang, Ashish Kapoor, J. Zico Kolter…