Apr 08, 2020

8 Posts

Screen capture of online conference called Covid-19 and AI
Apr 08, 2020

Online Conference Goes Antiviral: A conference explored how AI was deployed against Covid-19.

AI experts convened to discuss how to combat the coronavirus crisis. An online conference hosted by Stanford University’s Institute for Human-Centered AI explored how machine learning is being deployed to address this pandemic — and prepare for the next one.
Information and data related to the meta-algorithm AutoML-Zero
Apr 08, 2020

Beyond Neural Architecture Search: AutoML-Zero is a meta-algorithm for classification.

Faced with a classification task, an important step is to browse the catalog of machine learning architectures to find a good performer. Researchers are exploring ways to do it automatically.
Video of Ai-gen-cy, an artist management firm that represents robots
Apr 08, 2020

Robots to Hollywood — Call My Agent: A talent agency specializes in automated actors.

Seeking a robot star for your movie, music video, or bat mitzvah? You need a new breed of talent scout. Ai-gen-cy is an artist management firm that exclusively represents robots, reports GeekWire.
Scans representing pedestrians and other objects
Apr 08, 2020

Data Augmentation in 3D: How Waymo augments 3D lidar data for self-driving cars

An unconventional approach to modifying data is cutting the amount of work required to train self-driving cars. Waymo unveiled a machine learning pipeline that varies lidar scans representing pedestrians and other objects.
Data and graphs related to batch normalization
Apr 08, 2020

Outside the Norm: Batch normalization contributes to neural network accuracy.

Batch normalization is a technique that normalizes layer outputs to accelerate neural network training. But new research shows that it has other effects that may be more important.
Schematic of a typical deep learning workflow
Apr 08, 2020

(Science) Community Outreach: A survey of machine learning from Eric Schmidt

Are your scientist friends intimidated by machine learning? They might be inspired by a primer from one of the world’s premier tech titans. Former Google CEO Eric Schmidt and Cornell PhD candidate Maithra Raghu school scientists in machine learning in a sprawling overview.
Flatten the curve campaign image
Apr 08, 2020

The Batch: Antiviral Resources, Robot Superstars, AI for Scientists, 3D Data Augmentation, BatchNorm Demystified

Last week, I asked readers to tell me what they’re doing to address the Covid-19 pandemic. Many of you wrote to say you’re taking actions such as shopping for neighbors, making masks, and creating posters that promote Covid-safe practices...
Flatten the curve campaign image
Apr 08, 2020

Deep Learning Against Covid

Last week, I asked readers to tell me what they’re doing to address the Covid-19 pandemic. Many of you wrote to say you’re taking actions such as shopping for neighbors, making masks, and creating posters that promote Covid-safe practices...

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