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09/30/2021
SpliceOut: A Simple and Efficient Audio Augmentation Method
Time masking has become a de facto augmentation technique for speech and...
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06/07/2021
MemStream: Memory-Based Anomaly Detection in Multi-Aspect Streams with Concept Drift
Given a stream of entries over time in a multi-aspect data setting where...
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04/08/2021
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations
Given two large lists of records, the task in entity resolution (ER) is ...
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09/17/2020
ExGAN: Adversarial Generation of Extreme Samples
Mitigating the risk arising from extreme events is a fundamental goal wi...
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09/17/2020