siamese

Definition

Two network branches with tied weights, each encoding one input, whose outputs are then compared. Sharing the weights is the point: both inputs land in the same space under the same rules, which is what makes the resulting distances meaningful. The contrast is the cross-encoder, which concatenates the pair into one forward pass — usually more accurate, but unusable at scale because nothing can be precomputed and cached.