Vorrichtung und Computerimplementiertes Verfahren zur Anpassung eines insbesondere Vorgegebenen Modells an eine Aufgabe

Details

Veröffentlichungs-Nr.

EP4617950

Aktenzeichen

EP24163474

Anmeldetag

14. März 2024

Veröffentlichung

17. September 2025

Rechtsraum

EP

IPC

G06N3/045

Abstract

Device and method for adapting a in particular pretrained model (106) to a task, wherein the method comprises providing the in particular pretrained model (106), wherein the in particular pretrained model (106) comprises a layer that is configured to map a multidimensional input of the layer depending on weights to a multidimensional output of the layer, wherein a vector comprises a subset of the weights that weighs the elements of the multidimensional input for a dimension of the output of the layer, wherein the method comprises providing training data and learning at least one vector of a transformation for adapting the subset of the weights depending on the training data and the output of the model (106), wherein the at least one vector has unit length, and the transformation comprises an outer product of the at least one vector with the transposed of the at least one vector, or wherein the at least one vector is normalized to have unit length, and wherein the transformation comprises an outer product of the normalized at least one vector with the transposed of the normalized at least one vector.

Anmelder

Firma

Robert Bosch GmbH

Land

🇩🇪 Deutschland

Fachgebiete