SwitchNorm: add BatchNorm + InstanceNorm + GroupNorm with a learnable blend at each layer.
Paper about optimal normalization in neural nets continues. Plots + code
Arxiv: https://arxiv.org/abs/1806.10779
#dl #normalization
Paper about optimal normalization in neural nets continues. Plots + code
Arxiv: https://arxiv.org/abs/1806.10779
#dl #normalization
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
How normalization applied to layers helps to reach faster convergence.
ArXiV: https://arxiv.org/abs/1502.03167
#NeuralNetwork #nn #normalization #DL
How normalization applied to layers helps to reach faster convergence.
ArXiV: https://arxiv.org/abs/1502.03167
#NeuralNetwork #nn #normalization #DL
arXiv.org
Batch Normalization: Accelerating Deep Network Training by...
Training Deep Neural Networks is complicated by the fact that the distribution of each layer's inputs changes during training, as the parameters of the previous layers change. This slows down the...