Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Blog de recherche Microsoft
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…
Baladodiffusion
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…
Blog de recherche Microsoft
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
Duet at TREC 2019 Deep Learning Track
Publication
Better Exploration with Optimistic Actor-Critic
Blog de recherche Microsoft
Project Petridish: Efficient forward neural architecture search
Having experience in deep learning doesn’t hurt when it comes to the often mysterious, time- and cost-consuming process of hunting down an appropriate neural architecture. But truth be told, no one really knows what works…
