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time-series-classification-on-japanesevowels

Time Series Classification
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PaperCodeAccuracyNLLModelNameReleaseDate
Multivariate LSTM-FCNs for Time Series Classification✓ Link0.99MALSTM-FCN2018-01-14
Improving Position Encoding of Transformers for Multivariate Time Series Classification✓ Link0.9891ConvTran2023-05-26
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.9860.052GP-GRU2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.9860.067GP-KConv1D2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.9850.053GP-Sig-GRU2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.9820.061GP-LSTM2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.9820.069GP-Sig2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.9810.080GP-Sig-LSTM2019-06-19
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections✓ Link0.980FCN-SNLST2020-06-12
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections✓ Link0.979SNLST2020-06-12
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