Equation 2 · Part 1 · How Multimodal Models Actually Handle Video, Audio, and Space
Symbol W
What this part means
the image of height h and width.
Its job in the formula
W is a part of this expression. Its role is fixed by the surrounding article and by the operations shown in the formula.
Full expression→Symbol W→Article meaning
Where the article explains it
An image of height H and width W , cut into square patches of size P , produces
The passage around this formula
The image-text tokenization scheme has an exact, well-understood cost. An image of height H and width W , cut into square patches of size P , produces
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.
Open the illustrated variables: a letter stands for a value guide →
See this notation across published equations →
Sources cited in the article section
- [1] Video generation models as world simulators ↗
- [3] Language Model Beats Diffusion: Tokenizer is Key to Visual Generation ↗
- [2] VideoPoet: A Large Language Model for Zero-Shot Video Generation ↗
These citations provide research context; check each source for the exact claim it supports.