AL-PINNs: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks.
Hwijae SonSung Woong ChoHyung Ju HwangPublished in: CoRR (2022)
Keyphrases
- augmented lagrangian
- neural network
- constrained optimization
- total variation
- convex optimization
- constrained optimization problems
- image denoising
- linear programming problems
- duality gap
- lagrange multipliers
- regularization term
- denoising
- artificial neural networks
- image restoration
- primal dual
- motion estimation
- search space
- computer vision