Blog
Posts in AI
Removing Batch Dependence in CNNs by Proxy-Normalizing Activations
Antoine Labatie, 2021
[Link] to blog post in Towards Data Science.
The Serendipitous Effectiveness of Weight Decay in Deep Learning
Antoine Labatie, 2020
[Link] to blog post in Towards Data Science.
It Is Necessary to Combine Batch Normalization and Skip Connections
Antoine Labatie, 2019
Overview of my research published in ICML 2019.
[Link] to blog post in Towards Data Science.
Disclaimer: For ease of exposition, some notations have been simplified compared to the original notations from the paper.