These models are based on neural networks ... This process is called decoding. Take a look at Dall-E 2 to see how powerful this process can be. Below is the process of encoding and decoding ...

As for vision, understanding how neurons perceive and respond to rich natural visual information is a major topic of neural encoding ... in the overall decoding process needs to be elaborated.