Implicit Regularization of Gradient Flow on One-Layer Softmax Attention.
Heejune SheenSiyu ChenTianhao WangHarrison H. ZhouPublished in: CoRR (2024)
Keyphrases
- gradient flow
- variational formulation
- energy functional
- level set
- active contours
- hidden nodes
- regularization term
- active contour model
- weighting factor
- regularization parameter
- partial differential equations
- mumford shah functional
- curve evolution
- piecewise smooth
- level set method
- smooth surfaces
- variational framework
- graphical models
- medical images
- image sequences