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Are there fundamental repeating patterns in ML techniques across modalities (text, image, audio) that let us group them? [R]

I’ve been noticing that a lot of techniques seem to repeat across modalities with just a different name. For example, tokenisation, masking (MLM / MAE / audio masking), diffusion, next-token / next-frame prediction, etc. Is there an existing taxonomy or mental model that groups ML techniques by the…

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  1. 2026-11-01 00:07 · r/MachineLearning
    Are there fundamental repeating patterns in ML techniques across modalities (text, image, audio) that let us group them? [R]

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