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06/07/2023
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems
Large-scale conversational systems typically rely on a skill-routing com...
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10/26/2022
Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes
This work concerns the development of deep networks that are certifiably...
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01/29/2021
You Only Query Once: Effective Black Box Adversarial Attacks with Minimal Repeated Queries
Researchers have repeatedly shown that it is possible to craft adversari...
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04/05/2019
Minimum Uncertainty Based Detection of Adversaries in Deep Neural Networks
Despite their unprecedented performance in various domains, utilization ...
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12/17/2018