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View article: SymbioticLab/tensorflow-salus: Release code for MLSys20
SymbioticLab/tensorflow-salus: Release code for MLSys20 Open
tensorflow fork with Salus integration
View article: TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning
TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning Open
TensorFlow Eager is a multi-stage, Python-embedded domain-specific language for hardware-accelerated machine learning, suitable for both interactive research and production. TensorFlow, which TensorFlow Eager extends, requires users to rep…
View article: Assessing microscope image focus quality with deep learning
Assessing microscope image focus quality with deep learning Open
Our deep neural network enables classification of out-of-focus microscope images with both higher accuracy and greater precision than previous approaches via interpretable patch-level focus and certainty predictions. The use of synthetical…
View article: Assessing microscope image focus quality with deep learning
Assessing microscope image focus quality with deep learning Open
Background
\n Large image datasets acquired on automated microscopes typically have some fraction of low quality, out-of-focus images, despite the use of hardware autofocus systems. Identification of these images using automated image anal…
View article: Distributed Authorization in Vanadium
Distributed Authorization in Vanadium Open
In this tutorial, we present an authorization model for distributed systems that operate with limited internet connectivity. Reliable internet access remains a luxury for a majority of the world's population. Even for those who can afford …
View article: Privacy, Discovery, and Authentication for the Internet of Things
Privacy, Discovery, and Authentication for the Internet of Things Open
Automatic service discovery is essential to realizing the full potential of the Internet of Things (IoT). While discovery protocols like Multicast DNS, Apple AirDrop, and Bluetooth Low Energy have gained widespread adoption across both IoT…