Sequential

81 methods • 16970 papers with code

Recurrent Neural Networks

LSTM

4878 papers with code

GRU

556 papers with code

Mamba

148 papers with code

ConvLSTM

119 papers with code

Pointer Network

104 papers with code

See all 41 methods

Sequence To Sequence Models

Seq2Seq

653 papers with code

T5

561 papers with code

BART

477 papers with code

Pointer Network

104 papers with code

Tacotron

62 papers with code

See all 22 methods

Time Series Analysis

DTW

142 papers with code

ROCKET

62 papers with code

InceptionTime

14 papers with code

EMF

12 papers with code

FLICA

3 papers with code

See all 10 methods

Temporal Convolutions

Dilated Causal Convolution

179 papers with code

Gated Convolution

30 papers with code

Causal Convolution

21 papers with code

DynamicConv

9 papers with code

ConvTasNet

8 papers with code

See all 8 methods

Bidirectional Recurrent Neural Networks

BiGRU

91 papers with code

CNN BiLSTM

22 papers with code

U-RNNs

2 papers with code

GRIN

2 papers with code

See all 6 methods

Multi-scale analysis

timecauslimitkernel

3 papers with code

time-caus-scsp

2 papers with code

timecausgabor

1 papers with code

intgauss

1 papers with code

intgaussder

1 papers with code

See all 5 methods

Time Series Modules

Temporal Distribution Characterization

1 papers with code

Temporal Distribution Matching

1 papers with code

See all 3 methods

Medical waveform analysis

GAM

44 papers with code

See all 1 methods

Generative Sequence Models

TD-VAE

2 papers with code

See all 1 methods

Sequential Blocks

CBHG

62 papers with code

See all 1 methods