Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
Semi-Supervised Neural Architecture Search
Tool
MPNet
MPNet: Masked and Permuted Pre-training for Language Understanding, by Kaitao Song, Xu Tan, Tao Qin, Jianfeng Lu, Tie-Yan Liu, is a novel pre-training method for language understanding tasks. It solves the problems of MLM (masked…
Tool
Pytorch-wildlife
At the core of our mission is the desire to create a harmonious space where conservation scientists from all over the globe can unite. Where they’re able to share, grow, use datasets and deep learning…
Microsoft Research Blog
Measuring dataset similarity using optimal transport
Is FashionMNIST, a dataset of images of clothing items labeled by category, more similar to MNIST or to USPS, both of which are classification datasets of handwritten digits? This is a pretty hard question to…
Group
Computer Vision Group
The Computer Vision Group conducts research in areas spanning AI, Machine Learning, Computer Vision, and Computational Photography. Our mission is to conduct state of the art foundational research and to create technologies that empower the…
Video
Geometry-constrained Beamforming Network for end-to-end Farfield Sound Source Separation
Environmental noise, reverberation and interfering speakers negatively affect the quality of the speech signal and therefore degrade the performance of many speech communication systems including automatic speech recognition systems, hearing assistive devices and mobile devices.…
