inverted

Definition

Signals that a design's assignments have been swapped rather than extended — which dimension becomes the token, which axis attention runs over, which stage does what. iTransformer is the clean example: same blocks, inverted roles. The word is worth noticing because it usually means the contribution is a reinterpretation of an existing architecture rather than a new component.