Latest from Google AI – Robust and efficient medical imaging with self-supervision

Posted by Shekoofeh Azizi, Senior Research Scientist, and Laura Culp, Senior Research Engineer, Google Research Despite recent progress in the field of medical artificial intelligence (AI), most existing models are narrow, single-task systems that require large quantities of labeled data to train. Moreover, these models cannot be easily reused in new clinical contexts as they…

Latest from Google AI – LayerNAS: Neural Architecture Search in Polynomial Complexity

Posted by Yicheng Fan and Dana Alon, Software Engineers, Google Research Every byte and every operation matters when trying to build a faster model, especially if the model is to run on-device. Neural architecture search (NAS) algorithms design sophisticated model architectures by searching through a larger model-space than what is possible manually. Different NAS algorithms,…

Latest from MIT Tech Review – A Cambridge Analytica-style scandal for AI is coming

Can you imagine a car company putting a new vehicle on the market without built-in safety features? Unlikely, isn’t it? But what AI companies are doing is a bit like releasing race cars without seatbelts or fully working brakes, and figuring things out as they go.  This approach is now getting them in trouble. For…

Latest from Google AI – Visual Blocks for ML: Accelerating machine learning prototyping with interactive tools

Posted by Ruofei Du, Interactive Perception & Graphics Lead, Google Augmented Reality, and Na Li, Tech Lead Manager, Google CoreML Recent deep learning advances have enabled a plethora of high-performance, real-time multimedia applications based on machine learning (ML), such as human body segmentation for video and teleconferencing, depth estimation for 3D reconstruction, hand and body…

Latest from MIT Tech Review – Artificial intelligence is infiltrating health care. We shouldn’t let it make all the decisions.

This article is from The Checkup, MIT Technology Review’s weekly biotech newsletter. To receive it in your inbox every Thursday, sign up here. Would you trust medical advice generated by artificial intelligence? It’s a question I’ve been thinking over this week, in view of yet more headlines proclaiming that AI technologies can diagnose a range…

Latest from MIT : Making property assessments as simple as snapping a picture

Property assessments sit at the center of home appraisals, insurance claims, renovation projects, and a number of other important processes. Inaccurate or delayed assessments can set projects back and stick consumers with higher costs. Now, a platform first developed at MIT makes creating detailed property assessments as easy as snapping a few pictures. The alumni-founded…

Latest from Google AI – Recent advances in deep long-horizon forecasting

Posted by Rajat Sen and Abhimanyu Das, Research Scientists, Google Research Time-series forecasting is an important research area that is critical to several scientific and industrial applications, like retail supply chain optimization, energy and traffic prediction, and weather forecasting. In retail use cases, for example, it has been observed that improving demand forecasting accuracy can…