8 citations · 8 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 8 cited
Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training
Dominic Masters, Antoine Labatie, Zach Eaton-Rosen +1
Much recent research has been dedicated to improving the efficiency of training and inference for image classification. This effort has commonly focused on explicitly improving the…
cs.LG2018
Characterizing Well-Behaved vs. Pathological Deep Neural Networks
Antoine Labatie
We introduce a novel approach, requiring only mild assumptions, for the characterization of deep neural networks at initialization. Our approach applies both to fully-connected and…