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Mahsa Salehi

DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series

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Apr 17, 2024
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Human Brain Exhibits Distinct Patterns When Listening to Fake Versus Real Audio: Preliminary Evidence

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Feb 22, 2024
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EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs

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Feb 17, 2024
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Series2Vec: Similarity-based Self-supervised Representation Learning for Time Series Classification

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Dec 12, 2023
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Open-Set Graph Anomaly Detection via Normal Structure Regularisation

Nov 12, 2023
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CARLA: A Self-supervised Contrastive Representation Learning Approach for Time Series Anomaly Detection

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Aug 18, 2023
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Improving Position Encoding of Transformers for Multivariate Time Series Classification

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May 26, 2023
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Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series

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Apr 13, 2023
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Deep Learning for Time Series Classification and Extrinsic Regression: A Current Survey

Feb 06, 2023
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Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment

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Dec 02, 2022
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