Encoder-Decoder in Python This simple Python program encodes and decodes strings into binary representation and back. It takes a string as input, converts each character into its binary equivalent, ...

The decoder generates the summary from the context vector produced by the encoder. Similar to the encoder, the decoder also uses LSTM layers, taking the context vector and a previous word (during ...

Semantic segmentation in high resolution aerial image is faced with a challenge caused by ubiquitous fine-structure objects. Traditional encoder-decoder structure losses some detail information during ...

The original Transformer model is made of both encoder and decoder, where each forms a separate stack. This architecture fits well with its primary application – machine translation. The authors of ...

Atmospheric PM2.5 is a major pollutant impacting on human health and the environment. Based on traditional neural networks, we construct three prediction models: BP, Stack GRU, and Encoder-Decoder. We ...

Large language models (LLMs) have changed the game for machine translation (MT). LLMs vary in architecture, ranging from decoder-only designs to encoder-decoder frameworks. Encoder-decoder models, ...