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Johannes Burchert

University of Hildesheim

A Cross-Domain Benchmark for Active Learning

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Aug 01, 2024
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Are EEG Sequences Time Series? EEG Classification with Time Series Models and Joint Subject Training

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Apr 10, 2024
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Towards Comparable Active Learning

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Nov 30, 2023
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Forecasting Irregularly Sampled Time Series using Graphs

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May 22, 2023
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Put Attention to Temporal Saliency Patterns of Multi-Horizon Time Series

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Dec 15, 2022
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Tripletformer for Probabilistic Interpolation of Asynchronous Time Series

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Oct 05, 2022
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DCSF: Deep Convolutional Set Functions for Classification of Asynchronous Time Series

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Aug 24, 2022
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Few-Shot Forecasting of Time-Series with Heterogeneous Channels

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Apr 07, 2022
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Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting

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Oct 13, 2021
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