most citedParsimonious Inference on Convolutional Neural Networks: Learning and applying on-line kernel activation rules

7 citations · 7 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CV2018

Attention-Aware Generative Adversarial Networks (ATA-GANs)

Dimitris Kastaniotis, Ioanna Ntinou, Dimitrios Tsourounis +2

In this work, we present a novel approach for training Generative Adversarial Networks (GANs). Using the attention maps produced by a Teacher- Network we are able to improve the qu…

cs.CV2017★ 7 cited

Parsimonious Inference on Convolutional Neural Networks: Learning and applying on-line kernel activation rules

I. Theodorakopoulos, V. Pothos, D. Kastaniotis +1

A new, radical CNN design approach is presented in this paper, considering the reduction of the total computational load during inference. This is achieved by a new holistic interv…