Data that bundles together, is learned together

early days

clustering

I thought this was a betrayal of the paradigm “learning from data”

multi-modal

multi-modal learning is key

assembling knowledge

https://github.com/CompVis/stable-diffusion

advantages

applications

semantic grouping of words
  • understanding complex relationship in complex multi-modal documents
  • generating text, sounds, video, images
  • organizing human knowledge and finding new connections between data
  • connecting different areas of knowledge that are now loosely connected
  • automatic discovery of knowledge

final

notes

about the author

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