Sentence examples for model to regularize from inspiring English sources

Lorigo et al. [ 9] proposed a curve model to regularize the evolution of a surface in a 3D space using the curvature of a line curve instead of the mean curvature of the surface that tends to annihilate vascular structures.

But in many ways, the move to regularize life did not succeed.

We use local sparsity model as prior to regularize this problem that has infinite many solutions which satisfy (37).

Provided the use of an additional penalty term in the numerical treatment, this model is quite efficient to regularize problems modelling behaviors exhibiting plastic volumetric strain such as the ones of geomaterials.

The first stage of the algorithm uses a PLSA topic model to provide regularized dimensionality reduction of its vector quantized input features, feeding the resultant posterior topic probabilities into individual-patch-level Logistic Regression Classifiers (LRCs).

(2) Interpolating between target images [9, 31]: the shape model is often used to regularize the computation of the optical flow between pixels of key images.

For each given pixel, a linear spectral mixing model can be used to regularize the solution space, which is very helpful in preserving spectral consistency and suppressing noise.

Non-local continuum models can be used to regularize the stress fields at crack tips and molecular defect cores (e.g. disclinations in epoxies) where local (classical) elasticity theories fail to give bounded solutions.

As conventional greedy algorithms may be trapped into a local optimum, we consider an alternative way to regularize the model and find a more accurate solution to the model.

After this layer, we utilize the dropout strategy [23], which introduces zero values at special locations, to regularize the model.

For example, to ensure the spatial satisfaction of constraints, total variation (TV) model is used as prior to regularize the super-resolution problem [8].