CAVG is structured around an Encoder-Decoder framework, comprising encoders for Text, Emotion, Vision, and Context, alongside a Cross-Modal encoder and a Multimodal decoder.

I also moved all encoding into the spatial-pooling page level instead of having different encoder instances running within diagrams. Now only the encodings are passed into the diagrams. rhyolight ...

The final encoder layer fuses the representations of life-events to produce the representation of a life-sequence. The decoder uses the latter to make predictions. Credit: G. Savcisens et al.

A group code C over a group G is a set of sequences of group elements that itself forms a group under a component-wise group operation. A group code has a well-defined state space Sigma /sub k/ at ...