On-device diffusion plugins for conditioned text-to-image generation

Posted by Yang Zhao and Tingbo Hou, Software Engineers, Core ML In recent years, diffusion models have shown great success in text-to-image generation, achieving high image quality, improved inference performance, and expanding our creative inspiration. Nevertheless,...

Announcing the first Machine Unlearning Challenge

Posted by Fabian Pedregosa and Eleni Triantafillou, Research Scientists, Google Deep learning has recently driven tremendous progress in a wide array of applications, ranging from realistic image generation and impressive retrieval systems to language models that can...

Researchers teach an AI to write better chart captions

Chart captions that explain complex trends and patterns are important for improving a reader’s ability to comprehend and retain the data being presented. And for people with visual disabilities, the information in a caption often provides their only means of...

Insights from global conversations

We are sharing what we learned from our conversations across 22 countries, and how we will be incorporating those insights moving forward. ​ 

Computer vision system marries image recognition and generation

Computers possess two remarkable capabilities with respect to images: They can both identify them and generate them anew. Historically, these functions have stood separate, akin to the disparate acts of a chef who is good at creating dishes (generation), and a...

Community Schools: Fostering Innovation and Transformation

By: David Greenberg & Dr. Linh Dang The challenges we face in today’s education landscape rarely have simple policy solutions. The youth mental health crisis, insufficient community and family engagement, and lack of access to early childhood learning are only a...

Gamifying medical data labeling to advance AI

When Erik Duhaime PhD ’19 was working on his thesis in MIT’s Center for Collective Intelligence, he noticed his wife, then a medical student, spending hours studying on apps that offered flash cards and quizzes. His research had shown that, as a group, medical...