Sentence examples for intermediate representations and from inspiring English sources

The rise of big data has led to new demands for machine learning (ML) systems to learn complex models, with millions to billions of parameters, that promise adequate capacity to digest massive datasets and offer powerful predictive analytics (such as high-dimensional latent features, intermediate representations, and decision functions) thereupon.

I describe the structure of this new compiler, the intermediate representation, and how Esterel source is translated into this intermediate representation.

The framework includes a user-supplied design database, intermediate representations for pipeline organization and custom instruction set architecture, and a reconfigurable simulator and performance analysis tool.

As pointed out above, several intermediate representations can be designed between the fine-grained DYN representation and the coarse-grained FULL one.

The focus is to hierarchically learn multiple intermediate representations along an interpolating path between the training and testing domains.

In the second part, Intermediate Representations are defined and a case study on the advantages and disadvantages of the use of Intermediate Representations in the development of new products is presented.

It suggests that when the speed-accuracy trade-off is unexpectedly modified, terminal feedbacks based on intermediate representations of the endpoint velocity are used to monitor and control the hand displacement.

Between the contact matrix view and the individual-based network view, other intermediate representations are possible.

In contrast, frame-based schemes achieve sound separation without building 'rich' intermediate representations of the acoustic signal.

For several different reasons, it is beneficial to convert free-text guidelines gradually, through several intermediate representations, to a machine-interpretable format.

Autoencoders try to learn some representations of the input in the hidden layer in a way that makes it possible to reconstruct the input in the output layer based on these intermediate representations.