Deepmind Technologies Limited

Nicolas Sonnerat

Alexander Lerchner

Demis Hassabis

Loic Matthey-de-l'Endroit

Arka Tilak Pal

Irina Higgins

Christopher Paul Burgess

Matthew Botvinick

Loic Matthey-De-L`ENDROIT

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for learning visual concepts using neural networks. One of the methods includes receiving a new symbol input comprising one or more symbols from a vocabulary; and generating a new output image that depicts concepts referred to by the new symbol input, comprising: processing the new symbol input using a symbol encoder neural network to generate a new symbol encoder output for the new symbol input; sampling, from the distribution parameterized by the new symbol encoder output, a respective value for each of a plurality of visual factors; and processing a new image decoder input comprising the respective values for the visual factors using an image decoder neural network to generate the new output image.

Learning visual concepts using neural networks

Growing community of inventors

London, United Kingdom

Nicolas Sonnerat