Equation 1 · Part 2 · One Model, Many Modalities: What Multimodal Systems Actually Share
Symbol H
What this part means
the height.
Its job in the formula
H occurs above the fraction bar. The numerator is divided by the entire denominator below it.
Full expression→Symbol H→Article meaning
Where the article explains it
for an image of height H and width W at patch size P .
The passage around this formula
…to sequences of image patches performs competitively with convolutional networks when pre-trained on enough data [ 2 ] . The token count follows immediately from the geometry, . for an image of height H and width W at patch size P . The quadratic relationship is the entire practical story of image tokenisation. Halving the patch size quadruples the sequence, and attention cost grows faster still. Every deployed system therefore resolves a three-way tension between input resolution, patch size,…
Learn the underlying idea
A variable is a named place for a value. Its letter is a local label: x can mean position in one formula and a data point in another.
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Sources cited in the surrounding passage
These citations provide research context; check each source for the exact claim it supports.