Research
Discover an index of datasets, SDKs, APIs and open-source tools developed by Microsoft researchers and shared with the global academic community below. These experimental technologies—available through Azure AI Foundry Labs (opens in new tab)—offer a glimpse into the future of AI innovation.
This is a quick start guide for the document ranking task in the TREC Deep Learning (TREC-DL) (opens in new tab) benchmark. If you are new to TREC-DL, then this repository may make it more…
This code was written for conducting experiments that are published in an academic paper at Eurocrypt to find twin smooth integers. The code does not contain any cryptographic algorithms, but can be used to find…
This is an official implementation of semantic segmentation for our TPAMI paper “Deep High-Resolution Representation Learning for Visual Recognition”.
This repo contains code to reproduce experiments in the paper “Initialization and Regularization of Factorized Neural Layers”. It is split into codebases for different models and settings we evaluate; please see the corresponding directories for…
Representation Learning and Reinforcement Learning from Event Cameras This repository will provide a codebase to train and evaluate models as seen in this paper: Representation Learning for Event-based Visuomotor Policies Sai Vemprala, Sami Mian, Ashish…
EverParse is a framework for automatically generating fully verified secure parsers from data format specifications described in domain-specific languages. It consists of a verified F* combinator library, and untrusted frontends compiling from data format specifications…
OpticSim.jl is a Julia (opens in new tab) package for geometric optics (ray tracing) simulation and optimization of complex optical systems developed by the Microsoft Research Interactive Media Group and the Microsoft Hardware Architecture Incubation…
This gestureBot Design Kit repository contains all the information needed to build both a virtual and physical desktop companion robot. Along with other tools in the Labanotation Suite, the gestureBot can be used to create…
We have released open source HealthBot code to help partners deploy vaccine eligibility bots. This repository has bot workflow logic and the latest nationwide eligibility criteria. To facilitate partner maintenance of the data, we are…
This project contains Azure HealthBot template files to enable a nationwide COVID vaccine eligibility bot. The bot asks for information about a person’s location, and then uses that to determine jurisdiction (state, county, city) and…