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Temporal Convolutions
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Sequential
• 8 methods
Methods
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Method
Year
Papers
Dilated Causal Convolution
WaveNet: A Generative Model for Raw Audio
2016
177
Gated Convolution
Language Modeling with Gated Convolutional Networks
2016
30
Causal Convolution
WaveNet: A Generative Model for Raw Audio
2016
21
DynamicConv
Pay Less Attention with Lightweight and Dynamic Convolutions
2019
9
ConvTasNet
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation
2018
8
Span-Based Dynamic Convolution
ConvBERT: Improving BERT with Span-based Dynamic Convolution
2020
4
TaLK Convolution
Time-aware Large Kernel Convolutions
2020
1
LightConv
Pay Less Attention with Lightweight and Dynamic Convolutions
2019
1