82 citations · 106 across the 12 of their papers we have counts for
3 papers · 1 filter
Attribute CNNs for Word Spotting in Handwritten Documents
Sebastian Sudholt, Gernot Fink
Word spotting has become a field of strong research interest in document image analysis over the last years. Recently, AttributeSVMs were proposed which predict a binary attribute…
Neuron Pruning for Compressing Deep Networks using Maxout Architectures
Fernando Moya Rueda, Rene Grzeszick, Gernot A. Fink
This paper presents an efficient and robust approach for reducing the size of deep neural networks by pruning entire neurons. It exploits maxout units for combining neurons into mo…
Weakly-supervised localization of diabetic retinopathy lesions in retinal fundus images
Waleed M. Gondal, Jan M. Köhler, René Grzeszick +2
Convolutional neural networks (CNNs) show impressive performance for image classification and detection, extending heavily to the medical image domain. Nevertheless, medical expert…