Interaction for Machine Learning
The traditional role of the human operator in machine learning problems is that of a batch labeler, whose work is done before the learning even begins. However, humans can provide guidance to a learning system…
Computer-Aided Education
New forms of education are emerging that offer the potential to amplify the reach of a single educator to embrace thousands of simultaneous learners. Organizations like Khan Academy and Coursera are exploring the opportunities and…
Recursive Program Synthesis
Fueling the Future: Internship
Microsoft Research is committed to investing in the future of computer science research through its Internship program as illustrated through the story of Pushmeet Kohli. Pushmeet Kohli is now a recognized researcher working with leading…
RGB-D Dataset 7-Scenes
The 7-Scenes dataset is a collection of tracked RGB-D camera frames. The dataset may be used for evaluation of methods for different applications such as dense tracking and mapping and relocalization techniques. Overview All scenes…