A SYSTEM AND METHOD FOR CONCEPT REMOVAL
    192.
    发明公开

    公开(公告)号:EP4462312A1

    公开(公告)日:2024-11-13

    申请号:EP23172163.0

    申请日:2023-05-08

    Abstract: A system for removing a concept from a trained neural network for executing a classification task, the system comprising: the trained neural network, wherein the trained neural network comprises a hidden layer; and a classifier applied at a layer of the hidden layer, wherein: the classifier defines a representation vector at the layer of the hidden layer, wherein the representation vector classifies instances of the concept and non-instances of the concept at the layer; the classifier defines a concept activation vector, wherein the concept activation vector is a normal vector to the representation vector and the concept activation vector comprises an adversarial penalty objective to reduce the instances of the concept at the layer; and a loss function of the trained neural network is optimised based on a downstream loss of the classification task and the adversarial penalty objective.

    INFORMATION PROCESSING METHOD AND APPARATUS, AND DEVICE, STORAGE MEDIUM AND PROGRAM

    公开(公告)号:EP4462280A2

    公开(公告)日:2024-11-13

    申请号:EP23756738.3

    申请日:2023-02-20

    Applicant: Lemon Inc.

    Abstract: Embodiments of the present disclosure provide a method, apparatus, device, storage medium, and program for information processing. The method includes: obtaining a first multimedia information set to be processed, the first multimedia information set including a plurality of first multimedia information; obtaining reference information, the reference information including a plurality of reference multimedia identifiers, one of the reference multimedia identifiers being used to indicate a reference multimedia information set, and the reference multimedia information set including a plurality of reference multimedia information; determining at least one multimedia identifier to be selected, from the plurality of reference multimedia identifiers according to the first multimedia information set, a matching degree between a multimedia feature corresponding to a reference multimedia information set indicated by the at least one multimedia identifier to be selected and a multimedia feature corresponding to the first multimedia information set satisfying a predetermined condition; and determining, according to the at least one multimedia identifier to be selected, a target multimedia identifier corresponding to the first multimedia information set. Through the described process, the target multimedia identifier corresponding to the first multimedia information set may be automatically determined, thereby saving manpower and time, and improving quality of the target multimedia identifier.

    BUS ANOMALY DETECTING METHODS, PROCESSING METHODS, APPARATUSES, SYSTEM, DEVICE, AND MEDIUM

    公开(公告)号:EP4462258A1

    公开(公告)日:2024-11-13

    申请号:EP24175003.3

    申请日:2024-05-09

    Abstract: A bus anomaly detecting method, processing method, apparatus, system, device, and medium. The bus anomaly detecting method includes: at an interface for connecting a bus, activating a detection state in response to an access initiating apparatus sending an access request to an access receiving apparatus so as to, in the detection state, perform anomaly detection on response signal fed back by the access receiving apparatus for each access request, and block an interruption signal sent by the access initiating apparatus (S210); in response to a response signal corresponding to an access request having an anomaly, terminating the detection state, recording bus anomaly information, and sending an interruption signal (S220); and in a case where the response signal corresponding to each access request sent by the access initiating apparatus is received and has no anomaly, terminating the detection state to stop blocking the interruption signal sent by the access initiating apparatus (S230). This bus anomaly detection method can at least detect abnormal response signals in time and handle the abnormal response signals.

    PROCESSING METHOD AND APPARATUS, TERMINAL DEVICE AND MEDIUM

    公开(公告)号:EP4447469A2

    公开(公告)日:2024-10-16

    申请号:EP23785101.9

    申请日:2023-03-22

    Applicant: Lemon Inc.

    Abstract: Provided are a processing method and apparatus, a terminal device, and a medium. The processing method includes the steps described below. Basic information of a target video is determined; attribute information of the target video is determined based on the basic information; in a case where the attribute information indicates that the target video is a video capable of being structured, chapter division is performed on the target video based on the basic information to obtain at least two video clips; and chapter description information of the at least two video clips, a key frame of the at least two video clips and video description information of the target video are determined.

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