Company Filing History:
Years Active: 2019-2023
Title: Irina Higgins: Innovator in Neural Networks
Introduction
Irina Higgins is a prominent inventor based in London, GB. She has made significant contributions to the field of neural networks, particularly in learning visual concepts. With a total of 4 patents to her name, her work is paving the way for advancements in artificial intelligence.
Latest Patents
One of her latest patents focuses on learning visual concepts using neural networks. This patent includes methods, systems, and apparatus, including computer programs encoded on computer storage media. The process involves receiving a new symbol input comprising one or more symbols from a vocabulary. It generates a new output image that depicts concepts referred to by the new symbol input. The method includes processing the new symbol input using a symbol encoder neural network to generate a new symbol encoder output. It also involves sampling from the distribution parameterized by the new symbol encoder output to obtain respective values for a plurality of visual factors. Finally, it processes a new image decoder input comprising these values using an image decoder neural network to generate the new output image.
Career Highlights
Irina Higgins is currently employed at DeepMind Technologies Limited, where she continues to innovate in the field of artificial intelligence. Her work is instrumental in developing advanced neural network applications that enhance visual learning capabilities.
Collaborations
Irina collaborates with notable colleagues such as Loic Matthey-de-l'Endroit and Arka Tilak Pal. Their combined expertise contributes to the success of their projects and the advancement of technology in their field.
Conclusion
Irina Higgins is a trailblazer in the realm of neural networks, with her innovative patents and contributions to DeepMind Technologies Limited. Her work is shaping the future of visual learning in artificial intelligence.