30 citations · 57 across the 7 of their papers we have counts for
3 papers · 1 filter
The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics
Yael Ben-Guigui, Jacob Goldberger, Tammy Riklin-Raviv
The pressing need to reduce the capacity of deep neural networks has stimulated the development of network dilution methods and their analysis. While the ability of and …
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation
Mor Avi-Aharon, Assaf Arbelle, Tammy Riklin Raviv
We present the DeepHist - a novel Deep Learning framework for augmenting a network by histogram layers and demonstrate its strength by addressing image-to-image translation problem…
The Worrisome Impact of an Inter-rater Bias on Neural Network Training
Or Shwartzman, Harel Gazit, Ilan Shelef +1
The problem of inter-rater variability is often discussed in the context of manual labeling of medical images. The emergence of data-driven approaches such as Deep Neural Networks…