By Doug Burger, Distinguished Engineer, Microsoft Today at Hot Chips 2017, our cross-Microsoft team unveiled a new deep learning acceleration platform, codenamed Project Brainwave. I’m delighted to share more details in this post, since Project Brainwave achieves a major leap forward in both performance and…
By Alekh Agarwal and John Langford, Microsoft Research New York Clicks on Microsoft’s news website MSN.com increased 26 percent when a machine-learning system based on contextual-bandit algorithms was deployed in January 2016 to personalize news articles for individual users. The same real world interactive learning…
Last year, Microsoft’s speech and dialog research group announced a milestone in reaching human parity on the Switchboard conversational speech recognition task, meaning we had created technology that recognized words in a conversation as well as professional human transcribers. After our transcription system reached the…
By Gang Hua, Principal Researcher, Research Manager Recent advances in the branch of artificial intelligence (AI) known as machine learning are helping everyone, including artistically challenged people such as myself, transform images and videos into creative and shareable works of art. AI-powered computer vision techniques…
By Xiaodong He, Principal Researcher, Microsoft Research For human beings, reading comprehension is a basic task, performed daily. As early as in elementary school, we can read an article, and answer questions about its key ideas and details. But for AI, full reading comprehension is…
By Marc Pollefeys, Director of Science, HoloLens It is not an exaggeration to say that deep learning has taken the world of computer vision, and many other recognition tasks, by storm. Many of the most difficult recognition problems have seen gains over the past few…
By Roy Zimmermann, Director, Microsoft Research The theme of this year’s Faculty Summit 2017, which occurred earlier this week, was The Edge of AI. The meeting on Microsoft’s sun-splashed Redmond campus involved more than 500 prominent AI academic and Microsoft researchers who brought depth and context…
By Eric Horvitz, Technical Fellow and Managing Director, Microsoft We’re at an inflection point for AI technologies. Rising capabilities and possibilities have been catalyzed by jumps in the availability of data and computational power. Increasing competencies in such areas as face recognition, speech recognition, translation…
By Yuanchao Shu, Associate Researcher, and Börje Karlsson, Sr. Research Dev Lead, Microsoft Research Mobile outdoor GPS navigation apps have proven to be lifesavers to countless people. With a smartphone in hand, it is easy to find your way to a destination, even in an…
By Vani Mandava, Director, Data Science Outreach, Microsoft Research The National Science Foundation (NSF)-supported Big Data Innovation Hubs launched a National Transportation Data Challenge with a kickoff event in Seattle in May 2017. Microsoft Outreach, through its partnership with the Big Data Hubs organized an…
By Christopher Bishop, Program Co-Chair of Faculty Summit, Technical Fellow & Laboratory Director, Microsoft Research Cambridge The development of machine intelligence that amplifies human capabilities and experiences is at the heart of our AI research at Microsoft, which is why I’m delighted by the tremendous…
The vision of the researchers at the Microsoft Research Montreal lab is to create machines that can comprehend, reason and communicate with humans. As part of this vision, our dialogue team has been doing research on task-oriented dialogue systems. We had earlier proposed the lexicalized delexicalized…
