Characterizing Well-behaved vs. Pathological Deep Neural Network Architectures. - Antoine Labatie (CoRR, 2018)

Characterizing Well-Behaved vs. Pathological Deep Neural Networks. - Antoine Labatie (ICML, 2019)

Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence. - Antoine Labatie; Dominic Masters; Zach Eaton-Rosen; Carlo Luschi (NeurIPS, 2021)

Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training. - Dominic Masters; Antoine Labatie; Zach Eaton-Rosen; Carlo Luschi (CoRR, 2021)