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time-series-classification-on-cmusubject16

Time Series Classification
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PaperCodeAccuracyNLLModelNameReleaseDate
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link1.0000.040GP-Sig-GRU2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link1.0000.088GP-Sig-LSTM2019-06-19
Multivariate LSTM-FCNs for Time Series Classification✓ Link1MALSTM-FCN2018-01-14
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections✓ Link1SNLST2020-06-12
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections✓ Link1FCN-SNLST2020-06-12
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.9930.089GP-GRU2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.9790.089GP-Sig2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.9240.270GP-LSTM2019-06-19
Bayesian Learning from Sequential Data using Gaussian Processes with Signature Covariances✓ Link0.8970.255GP-KConv1D2019-06-19
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