/Model Training Method, Multimedia Data Classification Method, And Related Apparatus
Abstract

A model training method is disclosed. The model training method includes separately inputting extracted multimedia data into a teacher network and a student network. The student network is trained based on a difference between a feature output by the teacher network and a feature output by the student network. The student network can output a feature that is similar to an output feature of the teacher network when processing non-AI-generated multimedia data. The student network can output a feature that is greatly different from an output feature of the teacher network when processing AI-generated multimedia data.

Full Text

What is claimed is:

A model training method is disclosed. The model training method includes separately inputting extracted multimedia data into a teacher network and a student network. The student network is trained based on a difference between a feature output by the teacher network and a feature output by the student network. The student network can output a feature that is similar to an output feature of the teacher network when processing non-AI-generated multimedia data. The student network can output a feature that is greatly different from an output feature of the teacher network when processing AI-generated multimedia data.
Timeline
Filed
05/21/2026
Published
09/17/2026
Granted
Not Available
IPC Codes(1)
G06N 3/096:Transfer learning