Software

Source Code

• Weight Normalization: Code for the paper: Weight normalization (NIPS 2016).
• Spectral Normalization: Code for the paper: Spectral Normalization for Generative Adversarial Networks. (ICLR 2018).
• Self-normalizing Neural Networks: Code for the paper: Self-Normalizing Neural Networks (NIPS 2017).
• Riemannian Batch Normalization: Code for the paper: Riemannian approach to batch normalization (NIPS 2017) .
• Switchable Normalization: Code for the paper: Switchable Normalization (arXiv:1806.10779).
• DBN: This project is the Torch implementation of the paper : Decorrelated Batch normalization (arXiv:1804.08450).
• OWN: This project is the Torch implementation of the paper : orthogonal weight normalization method for solving orthogonality constraints over Steifel manifold in deep neural networks (arXiv:1709.06079).
• CWN: This project is the Torch implementation of the paper: Centered Weight Normalization in Accelerating Training of Deep Neural Networks
• NormProjection: This project is the Torch implementation of the paper: Projection Based Weight Normalization for Deep Neural Networks (arXiv:1710.02338)
• Universal Style Transfer:
• Gradient Normalization:
• Natural Neural Networks:
• Group Normalization:
• Division Normalization:
• Instance Normalization:
• Adaptive Instance Normalization:
• Layer Normalization: