1.5k citations · 4.1k across the 18 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015★ 66 cited
Robust Convolutional Neural Networks under Adversarial Noise
Jonghoon Jin, Aysegul Dundar, Eugenio Culurciello
Recent studies have shown that Convolutional Neural Networks (CNNs) are vulnerable to a small perturbation of input called "adversarial examples". In this work, we propose a new fe…
cs.LG2015★ 72 cited
Convolutional Clustering for Unsupervised Learning
Aysegul Dundar, Jonghoon Jin, Eugenio Culurciello
The task of labeling data for training deep neural networks is daunting and tedious, requiring millions of labels to achieve the current state-of-the-art results. Such reliance on…