23 citations · 44 across the 8 of their papers we have counts for
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cs.CV2018
Classification by Re-generation: Towards Classification Based on Variational Inference
Shideh Rezaeifar, Olga Taran, Slava Voloshynovskiy
As Deep Neural Networks (DNNs) are considered the state-of-the-art in many classification tasks, the question of their semantic generalizations has been raised. To address semantic…
cs.CR2018★ 1 cited
Bridging machine learning and cryptography in defence against adversarial attacks
Olga Taran, Shideh Rezaeifar, Slava Voloshynovskiy
In the last decade, deep learning algorithms have become very popular thanks to the achieved performance in many machine learning and computer vision tasks. However, most of the de…