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06/29/2022
A New Adjacency Matrix Configuration in GCN-based Models for Skeleton-based Action Recognition
Human skeleton data has received increasing attention in action recognit...
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06/27/2022
Extracting Weighted Finite Automata from Recurrent Neural Networks for Natural Languages
Recurrent Neural Networks (RNNs) have achieved tremendous success in seq...
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10/11/2021
A Multi-Resolution Front-End for End-to-End Speech Anti-Spoofing
The choice of an optimal time-frequency resolution is usually a difficul...
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09/15/2020
When Automatic Voice Disguise Meets Automatic Speaker Verification
The technique of transforming voices in order to hide the real identity ...
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06/08/2020
Global Robustness Verification Networks
The wide deployment of deep neural networks, though achieving great succ...
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04/24/2020
Towards Characterizing Adversarial Defects of Deep Learning Software from the Lens of Uncertainty
Over the past decade, deep learning (DL) has been successfully applied t...
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12/06/2019
A Survey on Theorem Provers in Formal Methods
Mechanical reasoning is a key area of research that lies at the crossroa...
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06/03/2019
GazeCorrection:Self-Guided Eye Manipulation in the wild using Self-Supervised Generative Adversarial Networks
Gaze correction aims to redirect the person's gaze into the camera by ma...
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11/26/2018
On the Relationship Between Inference and Data Privacy in Decentralized IoT Networks
In a decentralized Internet of Things (IoT) network, a fusion center rec...
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08/30/2018
Decentralized Detection with Robust Information Privacy Protection
We consider a decentralized detection network whose aim is to infer a pu...
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08/20/2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension
Cloze-style reading comprehension has been a popular task for measuring ...
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11/13/2017