Apple’s latest research hints that a long-forgotten AI technique could have new potential for generating images. Here’s the breakdown.

The convolutional layers in the encoder and the deconvolution layers in the decoder are organized symmetrically. The decoder will reconstruct the input image using the features learned by the encoder.

The official repository for “Hierarchical Encoder-decoder for Image Captioning (HierCap ... The illustration of captions generated by visual features of one or more hierarchies. The overall ...

Abstract: Accurate water extraction from urban remote sensing images holds great significance ... Integrated with the attention mechanism, the encoder–decoder structure extracted global features in ...

To address these problems, this article proposes an autoencoder-based network, extraction-and-reconstruction ... which could reconstruct the final fused image from the vital features extracted by the ...