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06/27/2021
ASK: Adversarial Soft k-Nearest Neighbor Attack and Defense
K-Nearest Neighbor (kNN)-based deep learning methods have been applied t...
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06/27/2021
Immuno-mimetic Deep Neural Networks (Immuno-Net)
Biomimetics has played a key role in the evolution of artificial neural ...
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06/15/2021
Hypergraph Dissimilarity Measures
In this paper, we propose two novel approaches for hypergraph comparison...
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12/18/2020
RAILS: A Robust Adversarial Immune-inspired Learning System
Adversarial attacks against deep neural networks are continuously evolvi...
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12/20/2019
Tensor entropy for uniform hypergraphs
In this paper, we develop a new notion of entropy for uniform hypergraph...
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06/16/2018
Latent heterogeneous multilayer community detection
We propose a method for simultaneously detecting shared and unshared com...
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05/30/2018