AI News, Artificial: Latest News, Photos, Videos on Artificial artificial intelligence

Artificial Intelligence Confronts a 'Reproducibility' Crisis

Sometimes, basic information is missing because it’s proprietary—an issue especially for industry labs.

getting the best results often involves tuning thousands of little knobs, what Dodge calls a form of “black magic.” Picking the best model often requires a large number of experiments.

The vast computational requirements—millions of experiments running on thousands of devices over days—combined with unavailable code, made the system “very difficult, if not impossible, to reproduce, study, improve upon, and extend,” they wrote in a paper published in May. (The Facebook team ultimately succeeded.) The AI2 research proposes a solution to that problem.

You can still report the best model you obtained after, say, 100 experiments—the result that might be declared “state of the art”—but you also would report the range of performance you would expect if you only had the budget to try it 10 times, or just once.

Instead, the idea is to offer a road map to reach the same conclusions as the original research, especially when that involves deciding which machine-learning system is best for a particular task.

A side benefit, he adds, is that the approach could encourage greener research, given that training large models can require as much energy as the lifetime emissions of a car.

Fake Obama created using AI video tool - BBC News

Researchers at the University of Washington have produced a photorealistic former US President Barack Obama. Artificial intelligence was used to precisely ...

NVIDIA's Image Restoration AI: Almost Perfect

The paper "Noise2Noise: Learning Image Restoration without Clean Data" and its source code are available here: 1. 2

Research at NVIDIA: The First Interactive AI Rendered Virtual World

This AI breakthrough will allow developers and artists to create new interactive 3D virtual worlds for automotive, gaming or virtual reality by training models on ...

Research at NVIDIA: AI Reconstructs Photos with Realistic Results

Researchers from NVIDIA, led by Guilin Liu, introduced a state-of-the-art deep learning method that can edit images or reconstruct a corrupted image, one that ...

AI brings Mona Lisa to life

AI can now turn the Mona Lisa into a real life person with just one picture. A paper published by a Samsung artificial intelligence lab in Russia shows the ability ...

Robot-proof: Higher education in the age of artificial intelligence | LIVE STREAM

CLICK HERE FOR THE AUDIO CORRECTED VERSION Today, nearly every conversation about the future of work and the modern ..

CES 2019: AI robot Sophia goes deep at Q&A

CES2019 AI GOES DEEP Things get strange - sometimes existential - when Hanson Robotics AI Sophia fields questions from the audience, a religious ...

Artificial Intelligence: You Wont Believe What Ai Does Now!

The TRUTH Will Set You Free! --- PLEASE SHARE, LIKE, COMMENT ****SUBSCRIBE FOR MORE VIDEOS***** Never Miss A Video by clicking here ...

It’s Getting Harder to Spot a Deep Fake Video

Fake videos and audio keep getting better, faster and easier to make, increasing the mind-blowing technology's potential for harm if put in the wrong hands.

Photo & Video Creatives Replaced By Artificial Intelligence

Could this be? A photo contest judged by a computer AI and the other half of the judging panel a Leica Pro Photographer? Have we finally reach a point where ...