Abstract: We present a conceptually simple, flexible, and general framework for few-shot learning, where a classifier must learn to recognise new classes given only few examples from each. Our method, ...

Hivemind is a PyTorch library for decentralized deep learning across the Internet. Its intended usage is training one large model on hundreds of computers from different universities, companies, and ...

Abstract: Deep supervised learning has achieved great success in the last decade. However, its defects of heavy dependence on manual labels and vulnerability to attacks have driven people to find ...

Helpful installation and setup instructions can be found in the README.md file of Chapter 1. In addition, Zbynek Bazanowski contributed this helpful guide explaining how to run the code examples on ...

If we are to build a Viksit Bharat, we must start where life begins — by nurturing the potential of our youngest citizens. It is in the joyful laughter of a child at an Anganwadi centre, in the rhymes ...

Google is rolling out a new AI-powered experimental feature in Google Translate designed to help people practice and learn a new language, the company announced on Tuesday. Translate is also gaining ...

We independently review everything we recommend. When you buy through our links, we may earn a commission. Learn more› By Justin Pot Learning a language — as an adult, at least — takes work. Language ...

Windows Script Host provides scripting abilities like batch files but includes many more features. It can be used manually by a user as well as created by the operating system to automate the flow of ...

Many teachers work to guide students to take academic risks that will help them learn. Can schools apply that idea to teacher learning as well? The answer may be found in the collaboration achieved in ...

The datasets, including documents (collectively referred to as “Materials”), are uploaded as “Information” in accordance with Executive Order No. 2, 2016, titled “Operationalizing in the Executive ...

The Education Department said the guidance micro-managed states. The U.S. Education Department has rescinded critical guidance to schools regarding how they provide English language learning services ...

It's sometimes difficult to find time for a full meal, especially if you are working or travelling. For many people, snacks are becoming an increasingly popular alternative to sit-down meals. Beth and ...