Inverse Evolution Layers: Physics-informed Regularizers for Deep Neural Networks

Keyphrases

• Neural Network 100%
• Deep Neural Network 100%
• Regularizer 100%
• Physics-informed 100%
• Heat Diffusion 50%
• Evolution Model 50%
• Semantic Segmentation 50%
• Noisy Labels 50%
• Partial Differential Equations 25%
• Layered Structure 25%
• Equation-based 25%
• Property-based 25%
• Design Process 25%
• Evolution Equations 25%
• Overfitting 25%
• Network Evolution 25%
• Explainability 25%
• Heat Diffusion Model 25%
• Physical Evolution 25%

Computer Science

• Neural Network 100%
• Deep Neural Network 100%
• Heat Diffusion 75%
• Image Segmentation 50%
• Regularization 50%
• Experimental Result 25%
• Interpretability 25%
• Diffusion Model 25%
• Segmentation Model 25%
• Partial Differential Equation 25%

Chemical Engineering

• Neural Network 100%
• Deep Neural Network 100%