METHOD AND APPARATUSES FOR ADJUSTING MODEL, METHOD AND APPARATUS FOR TRANSMITTING INFORMATION, AND RELATED DEVICES

    公开(公告)号:US20250037031A1

    公开(公告)日:2025-01-30

    申请号:US18914048

    申请日:2024-10-11

    Inventor: Bule SUN

    Abstract: This application discloses a method and apparatuses for adjusting a model, a method and apparatus for transmitting information, and related devices. The method for adjusting a model includes: executing, by a first device, a model adjustment operation on a first Artificial Intelligence (AI) model. The model adjustment operation includes one of the following: finetuning the first AI model; switching the first AI model into a second AI model; falling back to a target functional module for operation, where the target functional module is a module that does not use an AI model; finetuning the first AI model, and switching the first AI model into a second AI model; finetuning the first AI model, and falling back to the target functional module for operation; or stopping execution of a first function, where the first function is a function that is completed by the first AI model.

    MODEL FINE-TUNING METHOD AND APPARATUS, AND DEVICE

    公开(公告)号:US20250036978A1

    公开(公告)日:2025-01-30

    申请号:US18914254

    申请日:2024-10-13

    Abstract: This application discloses a model fine-tuning method and apparatus, and a device. The model fine-tuning method includes: obtaining, by a first device, first target information; fine-tuning, by the first device, the first Artificial Intelligence (AI) model based on the first information or the second information. The first target information includes first information and/or second information, the first information at least includes fine-tuning configuration-related information of a first AI model, and the second information at least includes fine-tuning mode information of the first AI model.

    MODEL DETERMINING METHOD AND APPARATUS, INFORMATION TRANSMISSION METHOD AND APPARATUS, AND RELATED DEVICE

    公开(公告)号:US20250037034A1

    公开(公告)日:2025-01-30

    申请号:US18915774

    申请日:2024-10-15

    Abstract: This application discloses a model determining method and apparatus, an information transmission method and apparatus, and a related device. The model determining method in embodiments of this application includes: running, by a first device, a plurality of artificial intelligence AI models in parallel, where functions implemented by models in the plurality of AI models are the same; evaluating, by the first device, running results of the plurality of AI models running in parallel, to obtain an evaluation result; and determining, by the first device, a target model from the plurality of AI models based on the evaluation result.

    METHOD AND APPARATUS FOR TRANSMITTING INFORMATION, TERMINAL, AND NETWORK SIDE DEVICE

    公开(公告)号:US20250038801A1

    公开(公告)日:2025-01-30

    申请号:US18912562

    申请日:2024-10-10

    Inventor: Bule SUN Hao LIU

    Abstract: This application discloses methods for transmitting information, a terminal, and a network side device. The method for transmitting information includes: transmitting, by a second device, a first signal to a first device. The first signal is generated precoding a signal mapped on N sub-blocks of a first signal domain corresponding to the sub-blocks, and then transforming the precoded signal into a time-frequency domain. The first signal domain is a delay-Doppler domain, the first signal domain is divided into the N sub-blocks, and N is a positive integer greater than or equal to 2.

    COMMUNICATION MODEL CONFIGURATION METHOD AND APPARATUS, AND COMMUNICATION DEVICE

    公开(公告)号:US20240357382A1

    公开(公告)日:2024-10-24

    申请号:US18759827

    申请日:2024-06-29

    CPC classification number: H04W24/02 H04L5/0051 H04W74/0833

    Abstract: A communication model configuration method and apparatus, and a communication device. The method includes: obtaining, by a first communication device, artificial intelligence AI model configuration information; where the AI model configuration information includes at least one of the following: first information, where the first information is used to indicate a basic communication procedure, and the basic communication procedure includes one functional unit or at least two series-connected functional units; second information, where the second information is used to indicate a functional unit in the basic communication procedure; third information, where the third information is used to indicate an AI model module, and an AI model in the AI model module is used for executing a function of a corresponding functional unit; and fourth information, where the fourth information is used to indicate an input reference point and an output reference point of the AI model module.

    CLIENT SCREENING METHOD AND APPARATUS, CLIENT, AND CENTRAL DEVICE

    公开(公告)号:US20240330776A1

    公开(公告)日:2024-10-03

    申请号:US18742443

    申请日:2024-06-13

    CPC classification number: G06N20/00

    Abstract: A client screening method and apparatus, a client, and a central device are provided, relating to the field of communication technologies. The client screening method includes: sending, by a central device, a first instruction to a client, to indicate the client to participate in model training of specific federated learning or federated meta learning (101); and receiving, by the central device, a training result reported by the client, where the training result is a result or an intermediate result after the client performs a round of model training (102).

    METHOD FOR DETERMINING A MODEL INPUT AND COMMUNICATION DEVICE

    公开(公告)号:US20250037030A1

    公开(公告)日:2025-01-30

    申请号:US18914047

    申请日:2024-10-11

    Abstract: This application discloses a method for determining a model input and a communication device. The method for determining the model input includes: a first communication device determines an input of an AI model based on configuration information of the AI model. The configuration information is used to instruct to select N elements from a first domain as the input of the AI model. N is an integer greater than or equal to 1, the first domain includes M elements, and M is an integer greater than N.

    CHANNEL INFORMATION TRANSMISSION METHOD AND APPARATUS, AND COMMUNICATION DEVICE

    公开(公告)号:US20250015853A1

    公开(公告)日:2025-01-09

    申请号:US18891169

    申请日:2024-09-20

    Abstract: This application discloses a channel information transmission method and apparatus, and a communication device. The channel information transmission method according to an embodiment of this application includes: in a case that a first signal is received, determining, by a first communication device, channel information of a first channel based on the first signal; and sending, by the first communication device, the channel information of the first channel to a second communication device; where the first channel is a channel that the first signal goes through, the channel information of the first channel includes information of a channel from at least one antenna port of a third communication device to at least one antenna port of the first communication device, the third communication device being a device that sends the first signal.

    DATA COLLECTION METHOD AND APPARATUS, FIRST DEVICE, AND SECOND DEVICE

    公开(公告)号:US20240330775A1

    公开(公告)日:2024-10-03

    申请号:US18742208

    申请日:2024-06-13

    CPC classification number: G06N20/00

    Abstract: A data collection method and apparatus, a first device, and a second device. The data collection method in an embodiment of this application includes: sending, by a first device, a first instruction to a second device, instructing the second device to collect and report training data for training a specific AI model; receiving, by the first device, training data reported by the second device; and constructing, by the first device, a data set using the training data and training the specific AI model.

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