Neural NetworkΒΆ
- Neural Network
- Loss Functions
- Optimizer
- Activation Functions
- Normalization
- Local Response Normalization
- Batch Normalization
- Layer Normalization (NIPS 2016)
- Weight Normalization (NIPS 2016)
- Instance normalization (2016)
- SELU (NIPS 2017)
- Group Normalization (ECCV 2018)
- Conditional BatchNorm (NIPS 2017)
- Conditional Instance Normalizatoin (ICLR 2017)
- Adaptive Instance Normalization (ICCV 2017)
- Batch Renormalization (NIPS 2017)
- SPADE
- Summary and use cases
- Weight Initialization
- Tricks