The encoder processes the input and passes a contextual representation to the decoder, which then generates the output. This structure is especially suited for tasks like machine translation, ...

Depth estimation from a single image is an ill-posed and inherently ambiguous problem. In the paper, we propose an encoder-decoder structure with the feature pyramid to predict the depth map from a ...

An encoder-decoder architecture is a powerful tool ... Adaptable to diverse tasks: The basic structure can be tailored to various needs by simply changing the input and output formats.

$365 BUY NOW Included in our Pro and Enterprise plan. Subscribe now! Research from 2023 and 2024 highlighted the advantages of the decoder-only structure over the encoder-decoder one. Researchers ...

When a line on the encoder is taken high, it will create a data stream that is sent to the decoder. The decoder will interpret the data stream and take a corresponding data line high to replicate the ...

Depth estimation from a single image is an ill-posed and inherently ambiguous problem. In the paper, we propose an encoder-decoder structure with the feature pyramid to predict the depth map from a ...