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Emadeldeen Eldele

Time Series Domain Adaptation via Latent Invariant Causal Mechanism

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Feb 23, 2025
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Retrieving Filter Spectra in CNN for Explainable Sleep Stage Classification

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Feb 10, 2025
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MSA-CNN: A Lightweight Multi-Scale CNN with Attention for Sleep Stage Classification

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Jan 06, 2025
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Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift

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Oct 13, 2024
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Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation

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Jun 04, 2024
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Hierarchical Classification Auxiliary Network for Time Series Forecasting

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May 29, 2024
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TSLANet: Rethinking Transformers for Time Series Representation Learning

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Apr 12, 2024
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Source-Free Domain Adaptation with Temporal Imputation for Time Series Data

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Jul 14, 2023
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Label-efficient Time Series Representation Learning: A Review

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Feb 13, 2023
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CoTMix: Contrastive Domain Adaptation for Time-Series via Temporal Mixup

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Dec 03, 2022
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