Moments of Change: Technology in Mental Healthcare
One of the biggest healthcare problems facing the world today is mental illness. In the “moments of change” project, we are exploring how technology can play a role in connecting people in need to mental…
Inside AR and VR, a technical tour of the reality spectrum with Dr. Eyal Ofek
Dr. Eyal Ofek is a senior researcher at Microsoft Research and his work deals mainly with, well, reality. Augmented and virtual reality, to be precise. A serial entrepreneur before he came to MSR, Dr. Ofek…
Privacy Preserving Image Queries for Camera Localization
In this project, we have developed a new 6-DoF camera localization technique that conceals the content of the query image when localization is performed in a cloud-based service. In this way, we enhance the user's…
Learning to Map Natural Language to General Purpose Source Code
Models that map natural language (NL) to source code in general purpose languages such as Java, Python, and SQL find utility amongst two main audiences viz. developers who can manipulate the generated code, and non-expert…
Efficient inference for dynamical models using variational autoencoders
Dynamical systems theory provides a mathematical framework for studying how complex systems evolve over time, such as the neurons in our brains, the global climate system, or engineered cells. But predicting how these systems will…
Generative Neural Visual Artist (GeNeVA) – Training and Evaluation Code
Code to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction (opens in new tab).