Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Video
Trustworthy Machine Learning: Past, Present, and Future
For the fourth session of the Developing Secure Systems Summit Online Seminar Series, Somesh Jha talked about Trustworthy Machine Learning: Past, Present and Future.
Microsoft Research Blog
MPNet combines strengths of masked and permuted language modeling for language understanding
Pretrained language models have been a hot research topic in natural language processing. These models, such as BERT, are usually pretrained on large-scale language corpora with carefully designed pretraining objectives and then fine-tuned on downstream…
Tool
MPNet implementation in Huggingface
MPNet is supported by Huggingface, one of the most popular repo for pre-trained language models. You can follow this link to have a try on MPNet via Huggingface.
Tool
RespireNet: A Deep Neural Network for Accurate Abnormality Detection in Lung Sounds using Device specific fine-tuning
Auscultation of respiratory sounds is the primary tool for screening and diagnosing lung diseases. Automated analysis, coupled with digital stethoscopes, can play a crucial role in enabling telescreening of fatal lung diseases. Deep neural networks…