FAST INFERENCING FOR HIGH-QUALITY SUPER-RESOLUTION OR OTHER IMAGE PROCESSING USING DIFFUSION MODELS

    公开(公告)号:US20250148571A1

    公开(公告)日:2025-05-08

    申请号:US18737450

    申请日:2024-06-07

    Abstract: A method includes obtaining, using at least one processing device of an electronic device, an input image. The method also includes up-scaling, using the at least one processing device, the input image to generate an up-sampled image. The method further includes degrading, using the at least one processing device, the up-sampled image to generate a degraded up-sampled image. The method also includes combining, using the at least one processing device, the up-sampled image and the degraded up-sampled image to generate combined data. In addition, the method includes generating, using the at least one processing device, an output image based on the combined data, where the output image is generated using a diffusion model.

    METHOD AND APPARATUS WITH FEATURE-LEVEL ENSEMBLE MODEL

    公开(公告)号:US20250148262A1

    公开(公告)日:2025-05-08

    申请号:US18642167

    申请日:2024-04-22

    Abstract: A method and apparatus with a feature-level ensemble model are provided. A method of operating an ensemble model based on feature-level consolidation includes: obtaining queries by inputting a same input data item to respective transformer models, the transformer models generating respective queries from the input data item; forming an ensemble query corresponding to the queries; and generating a predicted value of the input data item by applying the ensemble query to a prediction model that includes a transformer decoder, the prediction model inferring the predicted value from the ensemble query.

    AR View For Barcode Scanning
    183.
    发明申请

    公开(公告)号:US20250148235A1

    公开(公告)日:2025-05-08

    申请号:US18435269

    申请日:2024-02-07

    Abstract: In one embodiment, a method includes accessing, by a mobile device, information identifying a number of barcodes and initiating a scanning session for the number of barcodes, the scanning session including capturing a number of images by a camera of the mobile device. The method further includes displaying, on a display of the mobile device and during the scanning session, a user interface that includes: (1) a current image captured by the camera of the mobile device; (2) for one or more barcodes in the current image, an augmented-reality overlay including information associated with that respective barcode; and (3) a scanning-session tracking element identifying one or more of the number of barcodes that have been scanned during the scanning session.

    METHOD OF OPERATING STORAGE DEVICE, STORAGE DEVICE PERFORMING THE SAME AND METHOD OF OPERATING STORAGE SYSTEM USING THE SAME

    公开(公告)号:US20250147696A1

    公开(公告)日:2025-05-08

    申请号:US19012456

    申请日:2025-01-07

    Abstract: A method of operating a storage device includes receiving, at the storage device, a meta information transfer command based on a data read request. The meta information transfer command is received from a host device. The method further includes receiving, at the storage device, a data read command corresponding to the data read request and the meta information transfer command. The data read command is received from the host device. The method further includes receiving, at the storage device, a plurality of meta data corresponding to the data read request and the meta information transfer command. The plurality of meta data is received from the host device. The method further includes performing a data read operation, at the storage device, based on the data read command and the plurality of meta data.

    WATER SOFTENING DEVICE AND WASHING MACHINE

    公开(公告)号:US20250146204A1

    公开(公告)日:2025-05-08

    申请号:US19012334

    申请日:2025-01-07

    Abstract: A washing machine may include: a hardness component remover including a resin charging chamber between a downstream buffer space and an upstream buffer space and containing an ion-exchange resin; a saturated regeneration water generation vessel in which saturated regeneration water is to be generated; a regeneration water passage connecting the saturated regeneration water generation vessel to the downstream buffer space; a drain passage connecting the upstream buffer space to a drain; a first on-off valve to open and close the regeneration water passage; a second on-off valve to open and close the drain passage; at least one processor; and memory storing instructions that, when executed by the at least one processor, cause the at least one processor to perform a regeneration process to regenerate the ion-exchange resin.

    SUBSTRATE SUPPORTING UNIT, APPARATUS FOR TREATING SUBSTRATE, AND METHOD OF MANUFACTURING SEMICONDUCTOR DEVICE

    公开(公告)号:US20250146133A1

    公开(公告)日:2025-05-08

    申请号:US18672023

    申请日:2024-05-23

    Abstract: A substrate support unit includes a chuck having an upper surface on which to mount a substrate, and including a heater for heating the substrate; a shaft assembly supporting a lower portion of the chuck, and including an electric line connected to the heater; a support assembly having an accommodation space surrounding and accommodating a portion of the shaft assembly, and supporting the shaft assembly; a seal sealing a lower portion of the accommodation space; an inlet communicating with the accommodation space and configured to transfer cooling gas for cooling the electric line into the accommodation space, the inlet being disposed in one of the support assembly and the seal; and an outlet disposed in the support assembly, communicating with the accommodation space, and configured to transfer the cooling gas out of the support assembly.

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