Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
Do Machine Teachers Dream of Algorithms?
Video
Microsoft Rocket: Hybrid Edge + Cloud Video Analytics Platform
Today, video cameras are being used at a large scale by public and private enterprises for a variety of reasons—from security surveillance and traffic planning to consumer support in retail and hospitality settings. Thanks to…
Microsoft Research Blog
Next-generation architectures bridge gap between neural and symbolic representations with neural symbols
In both language and mathematics, symbols and their mutual relationships play a central role. The equation x = 1/y asserts the symbols x and y—that is, what they stand for—are related reciprocally; Kim saw the…
Webinar
Microsoft Rocket: Hybrid Edge + Cloud Video Analytics Platform Webinar
Project Rocket, an extensible software stack that leverages the edge and cloud, is designed with maximum functionality in mind, capable of meeting the needs of varying video analytic applications. In this webinar, Microsoft researchers Ganesh…
Microsoft Research Blog
FastSpeech: New text-to-speech model improves on speed, accuracy, and controllability
Text to speech (TTS) has attracted a lot of attention recently due to advancements in deep learning. Neural network-based TTS models (such as Tacotron 2, DeepVoice 3 and Transformer TTS) have outperformed conventional concatenative and…
Podcast
Adaptive systems, machine learning and collaborative AI with Dr. Besmira Nushi
With all the buzz surrounding AI, it can be tempting to envision it as a stand-alone entity that optimizes for accuracy and displaces human capabilities. But Dr. Besmira Nushi, a senior researcher in the Adaptive…
Microsoft Research Blog
Provable guarantees come to the rescue to break attack-defense cycle in adversarial machine learning
Artificial intelligence has evolved to become a revolutionary technology. It is rapidly changing the economy, both by creating new opportunities (it’s the backbone of the gig economy) and by bringing venerable institutions, like transportation, into…
Publication