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Code Code Available MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification Dec 16, 2020 General Classification Time Series
Code Code Available Monash University, UEA, UCR Time Series Extrinsic Regression Archive Jun 19, 2020 Benchmarking Missing Values
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Code Code Available On the performance of deep learning models for time series classification in streaming Mar 5, 2020 General Classification Time Series
Code Code Available Time Series Generation with Masked Autoencoder Jan 14, 2022 Data Augmentation Decoder
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Code Code Available Amercing: An Intuitive, Elegant and Effective Constraint for Dynamic Time Warping Nov 26, 2021 Dynamic Time Warping Time Series
Code Code Available Paying Attention to Astronomical Transients: Introducing the Time-series Transformer for Photometric Classification May 13, 2021 Classification feature selection
Code Code Available Attention to Warp: Deep Metric Learning for Multivariate Time Series Mar 28, 2021 Dynamic Time Warping Metric Learning
Code Code Available Deep Semi-Supervised Learning for Time Series Classification Feb 6, 2021 Classification Data Augmentation
Code Code Available Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting Sep 4, 2021 Irregular Time Series Representation Learning
Code Code Available Proprioception Is All You Need: Terrain Classification for Boreal Forests Mar 25, 2024 All Autonomous Navigation
Code Code Available A Primal-Dual Framework for Transformers and Neural Networks Jun 19, 2024 Time Series Time Series Classification
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— Unverified 