Vision
Tracking Changes on Earth’s Surface: AI Tracks Land Change from Satellite Imagery
Computer vision systems are scanning satellite photos to track construction on the Earth’s surface — an exercise in behavior recognition on a global scale.
Vision
More Autonomy for Martian Drone: NASA Upgrades Ingenuity Rover's Navigation Algorithm
The United States space agency is upgrading the system that pilots its helicopter on the Red Planet. The National Aeronautics and Space Administration (NASA) announced that Ingenuity, a drone sent to Mars as part of its 2020 mission to Mars, will receive a new collision-avoidance algorithm.
Vision
More Autonomy for Martian Drone: NASA Upgrades Ingenuity Rover's Navigation Algorithm
The United States space agency is upgrading the system that pilots its helicopter on the Red Planet. The National Aeronautics and Space Administration (NASA) announced that Ingenuity, a drone sent to Mars as part of its 2020 mission to Mars, will receive a new collision-avoidance algorithm.
Vision
Deep Doo-Doo: AI App Diagnoses Poop Better Than People
People who suffer from gastrointestinal conditions such as irritable bowel syndrome are number two when it comes to describing the characteristics of their own poop.
Vision
Deep Doo-Doo: AI App Diagnoses Poop Better Than People
People who suffer from gastrointestinal conditions such as irritable bowel syndrome are number two when it comes to describing the characteristics of their own poop.
Vision
Meta Decentralizes AI Effort: Meta Restructures its AI Research Teams
The future of Big AI may lie with product-development teams. Meta reorganized its AI division. Henceforth, AI teams will report to departments that develop key products.
Vision
Meta Decentralizes AI Effort: Meta Restructures its AI Research Teams
The future of Big AI may lie with product-development teams. Meta reorganized its AI division. Henceforth, AI teams will report to departments that develop key products.
Vision
Right-Sizing Confidence: Object Detector Lowers Confidence for Unfamiliar Inputs
An object detector trained exclusively on urban images might mistake a moose for a pedestrian and express high confidence in its poor judgment. New work enables object detectors, and potentially other neural networks, to lower their confidence when they encounter unfamiliar inputs.
Vision
Right-Sizing Confidence: Object Detector Lowers Confidence for Unfamiliar Inputs
An object detector trained exclusively on urban images might mistake a moose for a pedestrian and express high confidence in its poor judgment. New work enables object detectors, and potentially other neural networks, to lower their confidence when they encounter unfamiliar inputs.
Vision
Neural Networks: Find the Function — A Basic Introduction to Neural Networks
Let’s get this out of the way: A brain is not a cluster of graphics processing units, and if it were, it would run software far more complex than the typical artificial neural network. Yet neural networks were inspired by the brain’s architecture.
Vision
Neural Networks: Find the Function — A Basic Introduction to Neural Networks
Let’s get this out of the way: A brain is not a cluster of graphics processing units, and if it were, it would run software far more complex than the typical artificial neural network. Yet neural networks were inspired by the brain’s architecture.
Vision
One Model, Hundreds of Tasks: Multimodal Transformer Performs Over 600 Different Tasks
Researchers took a step toward achieving a longstanding goal: One model that performs a whole lot of very different tasks. Scott Reed, Konrad Żołna, Emilio Parisotto and a team at DeepMind announced Gato.
Vision
Upgrade for Vision Transformers: Improved Efficiency for Vision Transformers
Vision Transformer and models like it use a lot of computation and memory when processing images. New work modifies these architectures to run more efficiently while adopting helpful properties from convolutions.
Vision
Upgrade for Vision Transformers: Improved Efficiency for Vision Transformers
Vision Transformer and models like it use a lot of computation and memory when processing images. New work modifies these architectures to run more efficiently while adopting helpful properties from convolutions.
Vision
One Model, Hundreds of Tasks: Multimodal Transformer Performs Over 600 Different Tasks
Researchers took a step toward achieving a longstanding goal: One model that performs a whole lot of very different tasks. Scott Reed, Konrad Żołna, Emilio Parisotto and a team at DeepMind announced Gato.
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