Texonom
Texonom
/
Science
Science
/Mathematics/Math Field/Analysis/Regression analysis/Loss Function/
Jacobian Loss
Search

Jacobian Loss

Creator
Creator
Seonglae Cho
Created
Created
2025 Mar 27 13:54
Editor
Editor
Seonglae Cho
Edited
Edited
2025 Mar 27 13:56
Refs
Refs
Jacobian

Smoothing

J=∂f(s)∂sJ = \frac{\partial f(s)}{\partial s}J=∂s∂f(s)​
where s is a latent variable.
 
 
 
 
 
How do L2 norm and Jacobian act as a regularisation term to encourage smoothness in a deformation field?
How do L2 norm and The Jacobian act as a regularisation term to encourage smoothness in a deformation field? from the VoxelMorph original paper (here) they used Jacobian as a means to smoothen the
How do L2 norm and Jacobian act as a regularisation term to encourage smoothness in a deformation field?
https://ai.stackexchange.com/questions/38141/how-do-l2-norm-and-jacobian-act-as-a-regularisation-term-to-encourage-smoothness
How do L2 norm and Jacobian act as a regularisation term to encourage smoothness in a deformation field?
 

Recommendations

Texonom
Texonom
/
Science
Science
/Mathematics/Math Field/Analysis/Regression analysis/Loss Function/
Jacobian Loss
Copyright Seonglae Cho