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06/07/2023
A Linearly Convergent GAN Inversion-based Algorithm for Reverse Engineering of Deceptions
An important aspect of developing reliable deep learning systems is devi...
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03/09/2022
Reverse Engineering ℓ_p attacks: A block-sparse optimization approach with recovery guarantees
Deep neural network-based classifiers have been shown to be vulnerable t...
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11/12/2019
Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning
In this work, we introduce Graph Pointer Networks (GPNs) trained using r...
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11/09/2019