30 citations · 33 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 30 cited
Size Matters
Mats L. Richter, Wolf Byttner, Ulf Krumnack +2
Fully convolutional neural networks can process input of arbitrary size by applying a combination of downsampling and pooling. However, we find that fully convolutional image class…
cs.LG2020★ 3 cited
Feature Space Saturation during Training
Mats L. Richter, Justin Shenk, Wolf Byttner +2
We propose layer saturation - a simple, online-computable method for analyzing the information processing in neural networks. First, we show that a layer's output can be restricted…