Sequential

80 methods • 16742 papers with code

Recurrent Neural Networks

LSTM

4840 papers with code

GRU

547 papers with code

ConvLSTM

119 papers with code

Pointer Network

104 papers with code

Mamba

104 papers with code

See all 41 methods

Sequence To Sequence Models

Seq2Seq

651 papers with code

T5

551 papers with code

BART

433 papers with code

Pointer Network

104 papers with code

Tacotron

62 papers with code

See all 21 methods

Time Series Analysis

DTW

141 papers with code

ROCKET

60 papers with code

InceptionTime

14 papers with code

EMF

11 papers with code

FLICA

3 papers with code

See all 10 methods

Temporal Convolutions

Dilated Causal Convolution

177 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

90 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

43 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