30 citations · 57 across the 7 of their papers we have counts for
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eess.IV2020★ 1 cited
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 …
eess.IV2020★ 16 cited
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…