METHOD AND APPARATUS FOR GENERATING IMAGE CHANGE DATA

    公开(公告)号:US20250078326A1

    公开(公告)日:2025-03-06

    申请号:US18441871

    申请日:2024-02-14

    Abstract: There is provided a method for generating image change data to be performed by an image change data generating apparatus, the method comprising, inputting an initial image and data parameters to a data generator, generating a first image and a second image respectively, within a first time interval by using the data generator based on the initial image and the data parameters, the first image and the second image being in a relationship of consecutive frames with each other, and generating a first image change data by using a pre-trained first proxy network and a second image change data by using a pre-trained second proxy network based on the first image and the second image.

    MULTIPLE-PLAY MULTI-ARMED BANDITS METHOD AND APPARATUS FOR ENSURING EXPOSURE FAIRNESS OF ITEMS

    公开(公告)号:US20250068691A1

    公开(公告)日:2025-02-27

    申请号:US18799915

    申请日:2024-08-09

    Abstract: The present disclosure relates to a multi-armed bandit method and apparatus for selecting multiple items while ensuring fairness of exposure of the multiple items and maximizing the averaged total reward. The MAB method includes: initializing the empirical mean reward and number of arm selections of each arm for the M arms, and the time step; incrementing the time step; calculating the UCB index of each arm for the M arms; selecting K−1 arms with the K−1 highest UCB indices calculated; calculating unfairness indices for the unchosen M−(K−1) arms; checking if there is an arm with a positive unfairness index among the unchosen M−(K−1) arms; selecting the remaining single arm depending on whether there is an arm with a positive unfairness index among the unchosen M−(K−1) arms; playing the selected K arms; and updating the empirical mean reward and the number of arm selections for the played arms.

    METHOD FOR ENHANCING LEARNING DATA SET IN NATURAL LANGUAGE PROCESSING SYSTEM

    公开(公告)号:US20250061111A1

    公开(公告)日:2025-02-20

    申请号:US18725248

    申请日:2021-12-30

    Abstract: A learning data set enhancing method comprises the steps of: determining a first initial learning data set comprising a first learning-purpose natural language query, database information regarding the database, and a first learning-purpose SQL query corresponding to the first learning-purpose natural language query; generating first novel database information regarding a first novel database having a different schema from the database by applying a first schema modification operation to the database; generating a first novel learning-purpose SQL query regarding the first novel database by applying a first SQL query synchronization operation corresponding to the first schema modification operation to the first learning-purpose SQL query; and determining a first novel learning data set comprising the first learning-purpose natural language query, the first novel database information, and the first novel learning-purpose SQL query.

    QUBIT STATE READING APPARATUS AND QUBIT STATE READING METHOD

    公开(公告)号:US20250045617A1

    公开(公告)日:2025-02-06

    申请号:US18786131

    申请日:2024-07-26

    Abstract: Provided is a qubit state reading apparatus including a probe signal provider configured to provide a probe signal to a qubit and a readout module configured to receive a qubit signal output from the qubit to which the probe signal is provided and read a state of the qubit, in which the readout module includes a local oscillation (LO) signal generator configured to generate an LO signal, a mixer configured to down-convert the qubit signal using the LO signal, an accumulator configured to accumulate output signals of the mixer, and a comparator configured to compare an output signal of the accumulator with a threshold and output a signal corresponding to the state of the qubit, and the readout module down-converts the qubit signal and the LO signal in a homodyne manner.

    METHOD AND ELECTRONIC DEVICE WITH NON-LINEAR FUNCTION

    公开(公告)号:US20250045054A1

    公开(公告)日:2025-02-06

    申请号:US18781624

    申请日:2024-07-23

    Abstract: A processor-implemented method includes determining a first width, the first width being a minimum width of a plurality of sectors into which an input range for a non-linear function is divided, and a plurality of second widths dividing the plurality of sectors each into one or more segments, determining a final width of a target sector, the target sector being one of the plurality of sectors, for approximating the non-linear function, based on one or more among the first width and the plurality of second widths, and dividing the non-linear function into one or more segments comprised in the target sector and approximating the divided non-linear function for each of the one or more segments to a linear function.

    Antenna package and image display device including the same

    公开(公告)号:US12206184B2

    公开(公告)日:2025-01-21

    申请号:US17977205

    申请日:2022-10-31

    Abstract: An antenna package according to an embodiment includes an antenna unit including a radiator, a transmission line extending from the radiator and an antenna ground pad disposed around the transmission line, and a circuit board electrically connected to the antenna unit. The circuit board includes a core layer, a circuit wiring layer disposed on one surface of the core layer, the circuit wiring layer including a signal transmission wiring electrically connected to the transmission line of the antenna unit and a first ground pattern bonded to the antenna ground pad, and a ground layer disposed on an opposite surface facing the one surface of the core layer. The ground layer does not overlap a portion of the antenna ground pad except for a region bonded to the first ground pattern in a planar view.

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