Encoder-Decoder
/ɪnˈkoʊdər dɪˈkoʊdər/
An architecture where an encoder processes input into a representation and a decoder generates output from it.
Encoder-decoder architectures are used for sequence-to-sequence tasks. The encoder compresses input into a context vector, the decoder generates output. Common in machine translation and summarization.
Examples
- Seq2Seq for translation
- Transformer encoder-decoder
- VAE (Variational Autoencoder)