A Gradient Descent Trust Region Optimizer
This document describes a new simple gradient descent optimizer which is a potential replacement or supplement for RegularStepGradientDescentOptimizer. The optimizer requires only the gradient of the parameters and uses a simple linear model internally. [...]

Adaptive Moment Estimator (Adam) Optimizer in ITK v3
No opinion
This document describes an ITK class implementing an Adaptive Moment Estimator (Adam) optimizer algorithm within the Insight Toolkit ITK Adam is an adaptive gradient descent optimizer, which independently adaptively estimates the gradient descent [...]

Non-rigid Groupwise Registration using B-Spline Deformation Model
In this work, we extend a previously demonstrated entropy based groupwise registration method to include a non-rigid deformation model based on B-splines. We describe an open source implementation of the groupwise registration algorithm using the [...]

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