Graphs and data related to transformer networks
Generative Modeling

The Transformation Continues

Transformer networks are gaining popularity as a high-accuracy alternative to recurrent neural networks. But they can run slowly when they’re applied to long sequences.
Series of pictures of people smiling
Generative Modeling

Deepfakes for Good

A strategy manifesto from one of China’s biggest tech companies declares, amid familiar visions of ubiquitous AI, that deepfakes are more boon than bane.
Information related to OpenAI's model GPT-3
Generative Modeling

Generation Text: GPT-3 Beta Testers Create Blog Posts, Computer Code, and More

People granted early access to OpenAI’s latest language model are raving about its way with words — and more. Beta testers of GPT-3 are showing off the model’s ability to write business memos, craft blogs, pen tweets, and even generate computer code.
Map of China pointing specific places in red
Generative Modeling

AI Against Covid: Progress Report

A new report details the role of AI in China’s effort to fight the coronavirus. Researchers at Synced, a China-based AI publication, describe how nearly 90 machine learning products have contributed to the country’s pandemic response.
Photorealistic talking head generated by Synthesia
Generative Modeling

Deepfakes Go Corporate

The same technology that has bedeviled Hollywood stars and roiled politics is easing corporate communications. Synthesia generates training and sales videos featuring photorealistic, synthetic talking heads that read personalized scripts in any of 34 languages.
Examples and explanation of an automatic headline generation
Generative Modeling

AI Makes Headlines: An NLP System for Automatically Generating Headlines

Which headline was written by a computer? A: FIFA to Decide on 2022 World Cup in March B: Decision in March on 48-team 2022 World Cup, Says Infantino
Takes from videogame Source of Madness
Generative Modeling

Monsters in Motion

How do you control a video game that generates a host of unique monsters for every match? With machine learning, naturally. The otherworldly creatures in Source of Madness learn how to target players through reinforcement learning.
Realistic portraits of historical figures Vincent van Gogh, Napoleon Bonaparte and Queen Elizabeth
Generative Modeling

Photos From Before Photos Existed

An artist is using deep learning to create realistic portraits of historical figures like Napoleon Bonaparte, Vincent Van Gogh, and England’s first Queen Elizabeth.
Examples of high-resolution versions of low-resolution images.
Generative Modeling

Image Resolution in Black and White

A new model designed to sharpen images tends to turn some dark faces white, igniting fresh furor over bias in machine learning. Photo Upsampling via Latent Space Exploration (Pulse) generates high-resolution versions of low-resolution images.
Operation of a virtual fitting room
Generative Modeling

Clothes Make the Model

In online retailing, the most common customer complaints are slow shipping and inability to try on clothes. Amazon conceived its Prime program to address the first concern. To answer the second, it built a virtual fitting room.
Virtual bot speaking
Generative Modeling

Bots Don’t Need Social Distancing

A chatbot is providing companionship for the locked-down and lonely. Downloads of Replika, a chatbot designed to be a virtual friend, have spiked during the coronavirus pandemic, reports the New York Times.
Replica of the video game Pac-Man generated by a GAN
Generative Modeling

Playing With GANs

Generative adversarial networks don’t just produce pretty pictures. They can build world models, too. A GAN generated a fully functional replica of the classic video game Pac-Man.
Screen captures from videos generated by VidPress
Generative Modeling

Text to Video in Two Minutes

Will reading soon become obsolete? A new system converts text articles into videos. VidPress, a prototype project from Chinese tech giant Baidu, currently generates more than 1,000 narrated video summaries of news stories daily.
Generative BST example and graph
Generative Modeling

Big Bot Makes Small Talk

Facebook recently rolled out its entry in the World’s Biggest Chatbot sweepstakes. In keeping with the company’s social-networking dominance, the bot is designed to excel at chitchat on any subject.
A chatbot called Meena and a graph comparing it with other chatbot services
Generative Modeling

Toward Open-Domain Chatbots: Meena Scores High on System for Grading NLP Chatbots

Progress in language models is spawning a new breed of chatbots and, unlike their narrow-domain forebears, they have the gift of gab. Recent research tests the limits of conversational AI.

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