Scaling Streams with Google
We’re excited to announce that the team behind Streams—our mobile app that supports doctors and nurses to deliver faster, better care to patients—will be joining Google.
作者：DeepMind 来源：DeepMind
发布时间：2018-11-14 00:19:00
Predicting eye disease with Moorfields Eye Hospital
In August, we announced the first stage of our joint research partnership with Moorfields Eye Hospital, which showed how AI could match world-leading doctors at recommending the correct course of treatment for over 50 eye diseases, and also explain how it arrives at its recommendations. Now we’re excited to start working on the next research challenge – whether we can help clinicians predict eye diseases before symptoms set in.
作者：DeepMind 来源：DeepMind
发布时间：2018-11-05 18:00:00
Open sourcing TRFL: a library of reinforcement learning building blocks
TensorFlow Reinforcement Learning represents an open source collection of key algorithmic components that we have used internally for a large number of our most successful agents such as DQN, DDPG and the Importance Weighted Actor Learner Architecture.
作者：DeepMind 来源：DeepMind
发布时间：2018-10-18 00:00:00
Expanding our research on breast cancer screening to Japan
Today, we’re delighted to announce that our research project into breast cancer screening is expanding internationally, with The Jikei University Hospital, one of Japan’s foremost medical institutions, joining the collaboration as part of a wider five year partnership they have signed with DeepMind Health.
作者：DeepMind 来源：DeepMind
发布时间：2018-10-04 09:00:00
Andrew Ng Says Enough Papers, Let’s Build AI Now!
While the scientific community continues looking for new breakthroughs in artificial intelligence, Andrew Ng believes the tech we need is…
作者：Synced 来源：medium
发布时间：2018-09-25 07:00:42
Introduction to 1D Convolutional Neural Networks in Keras for Time Sequences
An explanatory walkthrough on how to construct a 1D CNN in Keras for time sequences of sensor data.
作者：Nils Ackermann 来源：medium
发布时间：2018-09-14 20:22:47
Preserving Outputs Precisely while Adaptively Rescaling Targets
We show that applying a PopArt normalisation to the state-of-the art reinforcement learning agent results in a single agent that can play a whole set of 57 diverse Atari video games, with above-human median performance across the set.
作者：DeepMind 来源：DeepMind
发布时间：2018-09-13 23:00:00
The promising role of AI in helping plan treatment for patients with head and neck cancers
Early results from our partnership with the Radiotherapy Department at University College London Hospitals NHS Foundation Trust suggest that we are well on our way to developing an artificial intelligence (AI) system that can analyse and segment medical scans of head and neck cancer to a similar standard as expert clinicians in a fraction of the time.
作者：DeepMind 来源：DeepMind
发布时间：2018-09-13 17:00:00
Safety-first AI for autonomous data centre cooling and industrial control
In 2016, DeepMind and Google jointly developed an AI-powered recommendations system to improve the energy efficiency of Google’s already highly-optimised data centres. Now we’re taking this system to the next level: instead of human-implemented recommendations, our AI system is directly controlling data centre cooling, while remaining under the expert supervision of our data center operators. This first-of-its-kind cloud-based control system is now safely delivering energy savings in multiple Google data centers.
作者：DeepMind 来源：DeepMind
发布时间：2018-08-17 21:00:00
A major milestone for the treatment of eye disease
We are delighted to announce the results of the first phase of our joint research partnership with Moorfields Eye Hospital, which could potentially transform the management of sight-threatening eye disease.
作者：DeepMind 来源：DeepMind
发布时间：2018-08-13 23:00:00
Objects that Sound
Visual and audio events tend to occur together: a musician plucking guitar strings and the resulting melody; a wine glass shattering and the accompanying crash; the roar of a motorcycle as it accelerates. These visual and audio stimuli are concurrent because they share a common cause. Understanding the relationship between visual events and their associated sounds is a fundamental way that we make sense of the world around us.
作者：DeepMind 来源：DeepMind
发布时间：2018-08-06 23:30:00
DeepMind papers at ICML 2018
The 2018 International Conference on Machine Learning will take place in Stockholm, Sweden from 10-15 July. Here you will find a schedule of DeepMind presentations at ICML.
作者：DeepMind 来源：DeepMind
发布时间：2018-07-09 21:40:00
DeepMind Health Response to Independent Reviewers' Report 2018
In their report last year, the Independent Reviewers asked us important questions about our engagement with stakeholders, data governance, and the behavioural elements that need to be considered when deploying new technologies in clinical environments. We’ve done a lot over the past twelve months to address these questions, and we’re really proud that this year’s Annual Report recognises the progress we’ve made.
作者：DeepMind 来源：DeepMind
发布时间：2018-06-15 19:03:00
Neural scene representation and rendering
We introduce the Generative Query Network (GQN), a framework within which machines learn to perceive their surroundings by training only on data obtained by themselves as they move around scenes. Much like infants and animals, the GQN learns by trying to make sense of its observations of the world around it. In doing so, the GQN learns about plausible scenes and their geometrical properties, without any human labelling of the contents of scenes.
作者：DeepMind 来源：DeepMind
发布时间：2018-06-15 02:00:00
Royal Free London publishes findings of legal audit in use of Streams
Last July, the Information Commissioner concluded an investigation into the use of the Streams app at the Royal Free London NHS Foundation Trust. As part of the investigation the Royal Free signed up to a set of undertakings – one of which was to commission a third party to audit the Royal Free’s current data processing arrangements with DeepMind, to ensure that they fully complied with data protection law and respected the privacy and confidentiality rights of its patients.
作者：DeepMind 来源：DeepMind
发布时间：2018-06-14 01:00:00