Abstract: The present disclosure is directed to methods for training and using an artificial intelligence model for use with predicting a task output. The method includes generating a plurality of individual datasets, each of the plurality of individual datasets comprising data of at least one answer to at least one of a plurality of questions of each of a plurality of questionnaires, generating a first batch of individual datasets, the first batch of individual datasets comprising one or more of the plurality of individual datasets, inputting the first batch of individual datasets into the artificial intelligence model, and encoding the data of the first batch of individual datasets with an autoencoder.

Abstract: A multimedia broadcast multicast service configuration method, a terminal, and a network-side device. The multimedia broadcast multicast service configuration method applied to the terminal includes: performing a configuration operation according to an indication of a network side, where the configuration operation is related to reception of a target MBMS; or autonomously performing a configuration operation and sending first information to a network side, where the first information includes first indication information that is used to indicate that the terminal has performed the configuration operation.

Abstract: This application discloses a satellite assistance information obtaining method, a device, and a readable storage medium. The method includes: a terminal obtains a first message and a second message, and the terminal determines satellite assistance information for a target cell or a target frequency according to the first message and/or the second message. The first message includes at least one piece of satellite assistance information, and the second message includes satellite assistance information for a serving cell. The target cell is a neighboring cell of the serving cell, the target frequency is a neighboring frequency of a serving frequency, and the serving frequency is a frequency of the serving cell. The satellite assistance information in the first message is associated with at least one cell, or the satellite assistance information in the first message is associated with at least one frequency.

Abstract: A split bearer control method and a related device are provided. The split bearer control method applied to a terminal includes: a target split bearer is configured for the terminal, a data duplication function is configured for the target split bearer, the target split bearer includes N transmission paths, and N is a positive integer greater than 2; the terminal receives split bearer indication signaling sent by a network-side device; and the terminal activates or deactivates the data duplication function in response to the split bearer indication signaling.

Abstract: A method and device for obtaining validity duration, and a readable storage medium. The method includes: obtaining a first message and a second message by a terminal, where the first message includes satellite assistance information of a serving cell and first time, the second message includes satellite assistance information of a target cell, and the first time indicates validity duration of the satellite assistance information of the serving cell; and starting second time by the terminal, where the second time indicates validity duration of the satellite assistance information of the target cell, the terminal determining the second time based on the first message and/or the second message.

Abstract: An information reporting method and apparatus, a terminal, and a network-side device. The information reporting method in embodiments of this application includes: obtaining, by a terminal, target configuration information, where the target configuration information is used to indicate reporting cell global identifier CGI information of a target cell; and reporting, by the terminal, target information based on at least one of the following: a network type of the target cell; system message scheduling information of the target cell; and a capability of the terminal; where the target information is used to indicate related information of the target cell.

Abstract: Embodiments of this application provide a multimedia broadcast multicast service configuration method, a terminal, and a network-side device. The multimedia broadcast multicast service configuration method applied to the terminal includes: performing a configuration operation according to an indication of a network side, where the configuration operation is related to reception of a target MBMS; or autonomously performing a configuration operation and sending first information to a network side, where the first information includes first indication information that is used to indicate that the terminal has performed the configuration operation.

Abstract: Systems and methods are provided trajectory prediction that leverages game-theory to improve coverage of multi-modal predictions. Examples of the systems and methods include obtaining training data including first trajectories for a first plurality of agent devices and first map information of a first environment for a past time horizon and applying the training data to a game-theoretic mode-finding algorithm to generate a mode-finding model for each agent device that predicts modes of the first trajectories. A trajectory prediction model can be trained on the predicted modes as a coverage loss term between predicted modes. Future trajectories can be predicted for a second plurality of agent devices based on applying observed data to the trajectory prediction model. A control signal can then be generated to effectuate an autonomous driving command on an agent device of the second plurality of agent devices based on the predicted future trajectories.

Abstract: The present application relates to the technical field of video monitoring. Disclosed are an adaptation method and apparatus for a camera device, and an Internet-of-Things terminal and a storage medium. The method comprises: acquiring basic information of a camera device; on the basis of the basic information, generating configuration information corresponding to a monitoring system; binding the configuration information and the basic information by means of the monitoring system, such that the monitoring system identifies the camera device; and using the basic information as a secret key to encrypt the configuration information, so as to obtain a ciphertext combination, and sending the ciphertext combination to the camera device, such that the camera device decrypts the ciphertext combination on the basis of the basic information, thereby adapting the camera device to the monitoring system.

Abstract: This disclosure provides an Ethernet header compression method, an Ethernet header decompression method, and a device. The compression method includes: transmitting, by using a transmitting PDCP entity of the transmitting end, a first PDCP PDU corresponding to a first data radio bearer DRB, where when the first DRB is configured with an Ethernet header compression function, the first PDCP PDU includes one or more pieces of first information, and the first information is used to indicate whether a specific Ethernet field in an Ethernet header of a first PDCP SDU corresponding to the first PDCP PDU is reused.

Abstract: An interference assistance information reporting method includes reporting, by a terminal, interference assistance information to a network-side device in a case that an in-device coexistence (IDC) problem occurs, The interference assistance information includes at least one of the following: per-bandwidth part (BWP) interference assistance information; or per-physical resource block PRB interference assistance information.

Abstract: A method for processing text prompts includes identifying a set of elements in a text prompt that form a basis for a generative output. The method also includes identifying an element of the set of elements that satisfy a refinement condition. The method further includes updating the element based on the element satisfying the refinement condition. The method still further includes generating the generative output in accordance with updating the element.

Abstract: This disclosure provides an information transmitting method and a terminal. The information transmitting method includes: transmitting a MAC PDU, where the MAC PDU includes a MAC CE, and the MAC CE is used to indicate that a terminal has received activation or deactivation signaling for a configured grant resource, or is used to indicate that a terminal has activated or deactivated a configured grant resource, or is used to request.

Abstract: Systems and methods for content framing monitoring and intervention are disclosed. In one example, a method includes receiving, at a computing device, first text conveying first information, performing natural language processing of the first text, determining a first framing of the first information based on the natural language processing of the first text, determining second text conveying the first information with a second framing, different from the first framing, and outputting the second text on an electronic display.

Abstract: A transmission path selection method, an information configuration method, a terminal, and a network device are provided, and related to the field of communications technologies. The transmission path selection method is applied to a terminal and includes: obtaining configuration information for selecting a transmission path by the terminal, where a radio bearer of the terminal corresponds to at least two transmission paths; and selecting a transmission path from the at least two transmission paths based on the configuration information.

Abstract: Systems, methods, and other embodiments described herein relate to enhancing and complementing a creative process of a user that includes generating and iterating visual content with an emphasis on diverse design ideas. In one embodiment, a method includes generating a plurality of texts that are related and semantically diverse based on one or more prompts using a generative language model and generating a plurality of images based on at least a portion of the plurality of texts using a generative visual model.

Abstract: A receiving method, a sending method and communications device are provided. The receiving method includes: obtaining a duplication detection parameter; and performing duplication detection on a received sidelink packet data convergence protocol PDCP protocol data unit PDU by using the duplication detection parameter.

Abstract: A method for learned behavior prediction is described. The method includes receiving physiological data from a plurality of different modalities. The method also includes grouping the received physiological data by corresponding, similar behaviors. The method further includes learning, by a transfer function learner, a shared latent space, in which embeddings from the different modalities are grouped according to the similar behaviors. The method also includes utilizing, by a behavior prediction engine, a trained, transfer function learner to predict an individual's future behavior based on an input of physiological data and a user-specified prediction model.

Abstract: A method for inferring intent and discrepancies in a label coding scheme is described. The method includes compiling data indicating how one or more individuals labeled unstructured content according to the label coding scheme comprising a plurality of labels. The method also includes analyzing a context associated with a content labeled in a particular manner by the one or more individuals. The method further includes detecting discrepancies of meaning for a particular label used by the one or more individuals. The method also includes inferring a strategic thinking of the one or more individuals associated with the discrepancies of meaning detected for the particular label. The method further includes displaying recorded metadata associated with the strategic thinking and the discrepancies of meaning detected for the particular label between the one or more individuals regarding a coded dataset.

Abstract: A method for inferring intent and discrepancies in a label coding scheme is described. The method includes compiling data indicating how one or more individuals labeled unstructured content according to the label coding scheme comprising a plurality of labels. The method also includes analyzing a context associated with a content labeled in a particular manner by the one or more individuals. The method further includes detecting discrepancies of meaning for a particular label used by the one or more individuals. The method also includes inferring a strategic thinking of the one or more individuals associated with the discrepancies of meaning detected for the particular label. The method further includes displaying recorded metadata associated with the strategic thinking and the discrepancies of meaning detected for the particular label between the one or more individuals regarding a coded dataset.