Transformers contain several blocks of attention and feed-forward layers to gradually capture more complicated relationships. The task of the decoder module is to translate the encoder’s ...

The immediate goal of this repository is to explore using a vanilla Encoder/Decoder Transformer architecture to reconstruct ... Concretely, in the diagram above, the expanded melspectrogram is 2048 ...

Abstract: This paper proposes an autoencoder (AE) framework with transformer encoder and extended multilinear mixing model (EMLM) embedded decoder for nonlinear hyperspectral anomaly detection.

global_information_extractor: This model is trained using a transformer encoder and decoder architecture, based on the configuration specified in Donut, to extract the overall summary of block diagram ...

In the following, the swin transformer and the specific framework of our proposed model will be introduced. Our model consists of three parts: the encoder, the decoder, and the query builder. The ...