A public AI tool to turn heterogeneous clinical brain scans into high-resolution T1-weighted images for 3D morphometry.

TopoOpt is a novel DNN training system that co-optimizes the distributed training process across computation, communication, and network topology.

Prio is a cryptographic technology that allows clients to submit metrics to servers in a private way, such that the servers only learn aggregated outputs.

Taichi Lang is an open-source, imperative, parallel programming language for high-performance numerical computation. It is embedded in Python and uses just-in-time (JIT) compiler frameworks, for example LLVM, to offload the compute-intensive Python code to the native GPU or CPU instructions.