TODO: itk tutorial registered here

[https://github.com/InsightSoftwareConsortium/GetYourBrainStraight/tree/main/HCK012022Virtual/Tutorials]

1d registration

hessian of loss with respect to model parameters

hessian of loss with respect to loss inputs?

high resolution brain training

high resolution lung training

i regularization approach:

plot resolution vs largest stable learning rate for matrix of : Convolutional vs fully connected GradICON vs ICON

Test of longitudinal registration: Hollow triangles and circles but no overlap

OAI longitudinal

Roland: plot weights over training