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Methods for disentangled-representation learning
- Batch normalization: Batch Normalization, Google, ICML 2015
- Layer normalization: Layer Normalization, University of Toronto, 2016
- Instance normalization: Instance Normalization: The Missing Ingredient for Fast Stylization, 2016
- Group normalization: Group Normalization, Facebook AI Research, ECCV 2018
- Weight Standardization: Weight Standardization, Johns Hopkins University, 2019
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Dependencies
- Python 3.6+
- Batch Normalization, Google, ICML 2015
- Layer Normalization, University of Toronto, 2016
- Instance Normalization: The Missing Ingredient for Fast Stylization, 2016
- Group Normalization, Facebook AI Research, ECCV 2018
- Weight Standardization, Johns Hopkins University, 2019
- https://nealjean.com/ml/neural-network-normalization/
- http://mlexplained.com/2018/11/30/an-overview-of-normalization-methods-in-deep-learning/