In the machine translation example that we examined above, the encoder module of the transformer learned the relations between English words and sentences, and the decoder learns the mappings ...

Neural networks are the foundation of modern machine learning and AI. ... They use an encoder-decoder structure and allow for an attention mechanism.

A Solution: Encoder-Decoder Separation The key to addressing these challenges lies in separating the encoder and decoder components of multimodal machine learning models.