zero shot learning

by Synced 2022-03-07 1

DeepMind Trains AI Agents Capable of Robust Real-time Cultural Transmission Without Human Data

In the new paper Learning Robust Real-Time Cultural Transmission Without Human Data, a DeepMind research team proposes a procedure for training artificially intelligent agents capable of flexible, high-recall, robust real-time cultural transmission from human co-players in a rich 3D physical simulation without using human data in the training pipeline.

by Synced 2022-02-18 0

AI Machine Learning & Data Science Research

Meet ZEROGEN: An Extreme Method for Dataset Generation via PLMs for Zero-Shot Learning

A research team from the University of Hong Kong, Shanghai AI Lab, Huawei Noah’s Ark Lab and the University of Washington takes dataset generation methods via large-scale pretrained language models (PLMs) to the extreme with ZEROGEN, a flexible and efficient zero-shot learning framework via dataset generation.