@inproceedings{dl-03-1, title = {{Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift}}, author = {Ioffe, Sergey and Szegedy, Christian}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning, PMLR 37}, year = {2015}, url = {https://proceedings.mlr.press/v37/ioffe15.html} } @misc{dl-03-2, title = {{Layer Normalization}}, author = {Ba, Jimmy Lei and Kiros, Jamie Ryan and Hinton, Geoffrey E.}, howpublished = {arXiv:1607.06450}, year = {2016}, doi = {10.48550/arXiv.1607.06450}, url = {https://arxiv.org/abs/1607.06450} } @misc{dl-03-3, title = {{How Does Batch Normalization Help Optimization?}}, author = {Santurkar, Shibani and Tsipras, Dimitris and Ilyas, Andrew and Madry, Aleksander}, howpublished = {arXiv:1805.11604}, year = {2018}, doi = {10.48550/arXiv.1805.11604}, url = {https://arxiv.org/abs/1805.11604} }