Patents by Inventor Mirgahney Husham Awadelkareem MOHAMED

Mirgahney Husham Awadelkareem MOHAMED has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

DATA AND COMPUTE EFFICIENT EQUIVARIANT CONVOLUTIONAL NETWORKS

Publication number: 20210248467

Abstract: Certain aspects of the present disclosure provide a method of performing machine learning, comprising: generating a neural network model; and training the neural network model for a task with a first set of input data, wherein: the training uses a total loss function total including an equivariance loss component equivarnace according to total=task+?equivarnace, and ?>0.

Type: Application

Filed: February 8, 2021

Publication date: August 12, 2021

Inventors: Mirgahney Husham Awadelkareem MOHAMED, Gabriele CESA, Taco Sebastiaan COHEN, Max WELLING

DATA AND COMPUTE EFFICIENT EQUIVARIANT CONVOLUTIONAL NETWORKS