Sentence examples for by regularizing the task from inspiring English sources
Furthermore, the similarity between the tasks is facilitated by regularizing the task specific weights.
We achieve this by regularizing the L2-norm of the model parameters using a regularization factor.
(2013) recently proposed Laplacian sparse coding by regularizing the sparse codes with an affinity graph.
They proved two strong convergence results by regularizing the nonexpansive mapping T using contractions.
In the first step the blur is estimated from the blurred photograph by regularizing the image gradients with a mixture of Gaussian distributions and by regularizing the blur with a mixture of exponential distributions.
The proposed TSA scheme decreases the transmission overhead by regularizing the radio resources for individual traffic bursts.
By regularizing the complex filter function, phase degradation by noise amplification is suppressed as anticipated from intensity deconvolution [ 14].
Thus, it might be solved by regularizing the shape of the resulting segmentation, thus favoring a smooth outline of the flow.
As a byproduct, we use the convex duality framework to explain why regularizing the Lipschitz constant of discriminator can dramatically improve models learned by vanilla and energy-based GANs and help them achieve state-of-the-art performance over multiple benchmark tasks.
