Definitions
Las operaciones latentes son ediciones, traversales o mediciones realizadas en vectores dentro de un espacio latente modelo. Las operaciones comunes incluyen cambiar un vector a lo largo de una dirección aprendida, interpolar entre dos vectores, restar un vector de concepto de otro, enmascarar dimensiones o muestrear puntos cercanos. Estas operaciones se utilizan para explorar cómo un modelo organiza conceptos y guía generación sin reescribir todo el modelo.
Latent operations are edits, traversals, or measurements performed on vectors inside a model latent space. Common operations include shifting a vector along a learned direction, interpolating between two vectors, subtracting one concept vector from another, masking dimensions, or sampling nearby points. These operations are used to explore how a model organizes concepts and to guide generation without rewriting the whole model.
“A designer might interpolate between two image embeddings to create a smooth transition from one visual concept to another.”