October 28, 2019

PipeDream: A More Effective Way to Train Deep Neural Networks Using Pipeline Parallelism

Deep Neural Network training is extremely time-consuming, needing efficient multi-accelerator parallelization.

October 23, 2019

New Arm IP Brings Intelligent, Immersive Experiences to Mainstream Markets

News Highlights: Arm Ethos-N57 and Ethos-N37 NPUs; extending the range of Arm Machine Learning (ML) processors to enable Artificial Intelligence (AI) applications in mainstream devices Arm Mali-G57 GPU; the first mainstream Valhall architecture-based GPU delivering 1.3x better performance over previous generations Arm Mali-D37 DPU; delivering a rich display feature set within the smallest area for full HD and 2K resolution Once the preserve of premium devices, immersive experiences
October 22, 2019

Audio and Visual Quality Measurement using Fréchet Distance

The rate of scientific progress in machine learning has often been determined by the availability of good datasets, and metrics.

October 22, 2019

Coral Moves Out of Beta

Several of Google's partners are including Coral in products that require fast ML inferencing at the edge.

October 22, 2019

Getting a Better Visual: RepPoints Detect Objects with Greater Accuracy Through Flexible and Adaptive Object Modeling

Visual understanding tasks typically center on objects: Microsoft Kinect's human pose tracking, autonomous vehicles' obstacle avoidance, etc

October 22, 2019

A New Era of Spatial Computing Brings Fresh Challenges—and Solutions—to VR

VR has continually pushed the boundaries of how we perceive, from its early days of Ivan Sutherland’s Sword of Damocles to today.

October 22, 2019

Video Architecture Search

Because a video contains spatio-temporal data, its feature representation is required to abstract both appearance and motion information.

October 16, 2019

Free Webinar Explores Key Trends in the Deployment of Visual AI

On October 16, 2019, Jeff Bier, founder of the Embedded Vision Alliance, will present two sessions of a free one-hour webinar, "Key Trends in the Deployment of Visual AI". The first session will take place at 9 am PT (noon ET), timed for attendees in Europe and the Americas.
October 11, 2019

Using AI to Give People Who are Blind the “Full Picture”

Everything that makes up the web—text, images,video and audio—can be easily discovered.

October 10, 2019

LinkedIn’s AI Automatically Generates Photo Text Descriptions

In a blog post, LinkedIn detailed an AI tool that automatically generates alternative photo captions using machine learning.