Tag: Computer vision

AI/ML

“Doing machine learning the right way”

Newsemia
The work of MIT computer scientist Aleksander Madry is fueled by one core mission: “doing machine learning the right way.” Madry’s research centers largely on...
AI/ML

This object-recognition dataset stumped the world’s best computer vision models

Newsemia
Computer vision models have learned to identify objects in photos so accurately that some can outperform humans on some datasets. But when those same object...
AI/ML

Using computers to view the unseen

Newsemia
Cameras and computers together can conquer some seriously stunning feats. Giving computers vision has helped us fight wildfires in California, understand complex and treacherous roads...
AI/ML

Helping machines perceive some laws of physics

Newsemia
Humans have an early understanding of the laws of physical reality. Infants, for instance, hold expectations for how objects should move and interact with each...
AI/ML

Predicting people's driving personalities

Newsemia
Self-driving cars are coming. But for all their fancy sensors and intricate data-crunching abilities, even the most cutting-edge cars lack something that (almost) every 16-year-old...
AI/ML

Visualizing an AI model’s blind spots

Newsemia
Anyone who has spent time on social media has probably noticed that GANs, or generative adversarial networks, have become remarkably good at drawing faces. They...
AI/ML

Helping autonomous vehicles see around corners

Newsemia
To improve the safety of autonomous systems, MIT engineers have developed a system that can sense tiny changes in shadows on the ground to determine...
AI/ML

System prevents speedy drones from crashing in unfamiliar areas

Newsemia
Autonomous drones are cautious when navigating the unknown. They creep forward, frequently mapping unfamiliar areas before proceeding lest they crash into undetected objects. But this...
AI/ML

Teaching artificial intelligence to connect senses like vision and touch

Newsemia
In Canadian author Margaret Atwood’s book “Blind Assassins,” she says that “touch comes before sight, before speech. It’s the first language and the last, and...
AI/ML

For better deep neural network vision, just add feedback (loops)

Newsemia
Your ability to recognize objects is remarkable. If you see a cup under unusual lighting or from unexpected directions, there’s a good chance that your...
AI/ML

Giving keener “electric eyesight” to autonomous vehicles

Newsemia
Autonomous vehicles relying on light-based image sensors often struggle to see through blinding conditions, such as fog. But MIT researchers have developed a sub-terahertz-radiation receiving...
AI/ML

Machines that learn language more like kids do

Newsemia
Children learn language by observing their environment, listening to the people around them, and connecting the dots between what they see and hear. Among other...

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