In a new review published in the journal Machine Intelligence Research, researchers have sorted out the research evolution in visual neural decoding. Various neural recording modalities are ...

How do you align textual and visual information meaningfully ... Convert non-text modalities into text. For example, we can generate textual descriptions of images using vision-language models ...

Visual examples from the Kosmos-1 paper show the ... An embedding module is used to encode both text tokens and other input modalities into vectors. Then the embeddings are fed into the decoder.