Implementation of a self-made Encoder-Decoder Transformer in PyTorch (Multi-Head Attention is implemented too), inspired by "Attention is All You Need." Primarily designed for Neural Machine ...

The Decoder is similar to the Encoder but with an additional layer of masked self-attention to prevent the model from attending to future positions in the sequence during training. The overall ...

On this basis, we introduce the Transformer encoder-decoder architecture to expand the size of receptive field, ... mixed model of convolutional neural network and Transformer is used to realize the ...