5.5k citations · 6.6k across the 5 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
cs.CV2013★ 431 cited
Visualizing and Understanding Convolutional Networks
Matthew D Zeiler, Rob Fergus
Large Convolutional Network models have recently demonstrated impressive classification performance on the ImageNet benchmark. However there is no clear understanding of why they p…
cs.LG2013★ 575 cited
Stochastic Pooling for Regularization of Deep Convolutional Neural Networks
Matthew D. Zeiler, Rob Fergus
We introduce a simple and effective method for regularizing large convolutional neural networks. We replace the conventional deterministic pooling operations with a stochastic proc…