Related work

[simi2525]

• Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
  • TLDR ???
  • Should be cited
  • https://arxiv.org/abs/1502.03167
• Revisiting Internal Covariate Shift for Batch Normalization
  • TLDR ???
  • Should be cited
  • https://ieeexplore.ieee.org/abstract/document/9238401
• How Does Batch Normalization Help Optimization?
  • TLDR ???
  • Should be cited
  • https://proceedings.neurips.cc/paper/2018/hash/905056c1ac1dad141560467e0a99e1cf-Abstract.html
• Improving robustness against common corruptions by covariate shift adaptation
  • TLDR ???
  • Should be cited
  • https://proceedings.neurips.cc/paper/2020/hash/85690f81aadc1749175c187784afc9ee-Abstract.html
• An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers' Outputs
  • TLDR ??? (Seems they found a way to measure ICS and ICS bounds, and propose a parametric way of reducing it, we should try it)
  • Should be cited
  • https://arxiv.org/abs/2001.02814