Blog de recherche Microsoft

Microsoft Windows

  1. Gait and Balance App 

    février 26, 2020 | Ran Gilad-Bachrach

    The Gait and Balance app uses the Kinect for Windows (V2) to measure different metrics related to gait and balance. This can be used, for example, for assessing risk of fall among older adults or for tracking the progress of different treatments.

  2. Caption Crawler Extension for Edge (beta) 

    février 22, 2020 | Ed Cutrell

    Caption Crawler is assistive technology that allows screen reader users to automatically replace bad or missing descriptions of images on their favorite websites with image captions from other pages that have similar images. Learn more about Caption Crawler

  3. Gaussian Process for Any Neural Architecture 

    février 20, 2020

    Gaussian Process for Any Neural Architecture: Reference Implementations This repo is a companion to the paper linked below, which shows that the Gaussian process behavior arises in wide, randomly initialized, neural networks regardless of architecture. Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of…

  4. Verona 

    décembre 5, 2019 | Matthew Parkinson

    Project Verona is a research programming language to explore the concept of concurrent ownership. We are providing a new concurrency model that seamlessly integrates ownership. This research project is at an early stage and is open sourced to facilitate academic collaborations. We are keen to…

  5. NNspectra 

    juillet 26, 2019

    This repo is a companion to the paper "A Fine-Grained Spectral Perspective on Neural Networks".

  6. Detours Package 

    juillet 21, 2019

    Detours is a software package for monitoring and instrumenting API calls on Windows. Detours has been used by many ISVs and is also used by product teams at Microsoft. Detours is now available under a standard open source license (MIT). This simplifies licensing for programmers…

  7. Vowpal Wabbit 

    juin 28, 2019 | John Langford et Rafah Hosn

    Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning. There is a specific focus on reinforcement learning with several contextual bandit algorithms implemented and the online nature…

  8. Eyes First 

    juin 27, 2019

    Eyes First games are popular games reinvented for an “Eyes First” experience. The games are powered by Windows 10 eye tracking APIs and can be used with or without Windows 10 Eye Control, a key accessibility feature for people with speech and mobility disabilities.​