The Transformer Autoencoder is the full architecture of the Transformer model, this model takes into account the encoder only and decoder only parts of the transformer and connects them together to ...

The decoder-only transformer is a variant of the original transformer architecture. Unlike the full transformer, which has both an encoder and a decoder, the decoder-only model focuses solely on ...

Accurate traffic flow forecasting is crucial for managing and planning urban transportation systems. Despite the widespread use of sequence modelling models like Long Short-Term Memory (LSTM) for this ...

This article explores some of the most influential deep learning architectures: Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), ...