Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
On the Generative Utility of Cyclic Conditionals
Publication
Uncertainty-Aware Few-Shot Image Classification
Tool
Applied Robotics Research Library – Index Repository
This library is a collection of GitHub repositories containing software applications, data sets, and hardware reference designs to support research and education in the fields of service-robotics. The term service-robotics refers to the expectation that the robots can…
Tool
SCCL-Runtime
Synthesized Collective Communication Library (SCCL) is an algorithm synthesizer for GPU communication in machine learning workloads. SCCL-Runtime, which is what we are seeking the release approval for, takes a synthesized algorithm from SCCL and runs…
Video
Introducing Retiarii: A deep learning exploratory-training framework on NNI
Traditional deep learning frameworks such as TensorFlow and PyTorch support training on a single deep neural network (DNN) model, which involves computing the weights iteratively for the DNN model. Designing a DNN model for a…
Microsoft Research Blog
Microsoft LReasoner leads the ReClor challenge on logical reasoning
For many years AI researchers have sought to build upon traditional machine learning, which trains technology to process facts and learn from them, and develop machine reasoning, in which programs apply logic to data and…
