Clustering in the Presence of Background Noise
Bandits with Switching Costs: T 2/3 Regret
Enabling Cross-Lingual Conversations in Real Time
Sometimes, a dream needs but a nudge to propel it toward reality. That is exactly what Eric Rudder and Peter Lee delivered to Microsoft’s Machine Translation team about a year ago. Rudder, then Microsoft’s chief…
Real-Time RGB-D Camera Relocalization
We introduce an efficient camera relocalization approach which can be easily integrated into real-time 3D reconstruction methods, such as KinectFusion. Our approach makes use of compact encoding of whole image frames which enables both online…
Skype Translator: Breaking down language barriers
Peter Lee, Microsoft Research VP, shares insights and a sneak peek into the Skype Translator, derived from decades of research in speech recognition, automatic translation, and machine learning technologies. The Skype Translator is now being…