Computerimplementiertes Verfahren zur Aktualisierung eines Lehrer-Schüler-Rahmenstrukturs

Details

Veröffentlichungs-Nr.

EP4654087

Aktenzeichen

EP24178061

Anmeldetag

24. Mai 2024

Veröffentlichung

26. November 2025

Rechtsraum

EP

IPC

G06N3/096

Abstract

A computer-implemented method (20) for updating a teacher-student framework comprising a teacher model (T) and a student model (S), the computer-implemented method (20) comprising selecting (21), for a given test sample, the most confident model (S, T) among the student model (S) and the teacher model (T) based on a maximum logit score to generate a pseudo label for said test sample; updating (22) initial parameters (θ) of the student model (S) based on the generated pseudo-label and updating initial parameters (θ') of the teacher model (T) based on the updated parameters (θ<n>) of the student model (S).

Anmelder

Firmen

TOYOTA JIDOSHA KABUSHIKI KAISHA
Concordia University

Land

🇯🇵 Japan

Fachgebiete