METHOD AND DEVICE FOR PROCESSING DATA CONFORMING TO STATISTICAL DISTRIBUTION

    公开(公告)号:US20250155389A1

    公开(公告)日:2025-05-15

    申请号:US18284333

    申请日:2022-03-30

    Abstract: A data processing method according to an embodiment of the present invention comprises the steps of: training a neural network; receiving input data from the outside; and converting the received input data by means of the trained neural network, wherein the training step comprises the steps of: generating one or more pieces of generative data from raw data; converting the generative data into output data by means of the neural network; evaluating the output data on the basis of the raw data; and optimizing the neural network on the basis of the evaluation result, wherein the raw data and the generative data conform to a statistical distribution, and the raw data and the output data have higher signal-to-noise ratios than the generative data.

    METHOD AND DEVICE WITH SPEECH PROCESSING

    公开(公告)号:US20250149027A1

    公开(公告)日:2025-05-08

    申请号:US18903676

    申请日:2024-10-01

    Abstract: A method of processing speech includes: obtaining a speech input; obtaining an instruction related to the speech input; obtaining a speech representation corresponding to the speech input; obtaining an adapter that includes speech information by fusing a pre-trained adapter with the speech representation; and obtaining a response corresponding to the instruction by inputting both the adapter that includes the speech information and the instruction to a language model, the language model generating the response based on the adapter that includes the speech model and the speech information.

    DOMAIN ADAPTATION USING POSE-PRESERVED TEXT-TO-IMAGE DIFFUSION FOR 3D GENERATIVE MODEL

    公开(公告)号:US20250148687A1

    公开(公告)日:2025-05-08

    申请号:US18933335

    申请日:2024-10-31

    Abstract: A 3D image creation method that is performed by a server and able to adapt to domains having a large gap according to an embodiment includes: (a) collecting a plurality of training data including a set of a depth map about a source image in a first domain, a text indicative of a style of a second domain, and a target image of the second domain; (b) performing training to preserve a pose of the source image according to the depth map and converting the source image to be implemented in a style of the target image according to the text by using each of the training data; and (c) creating a plurality of 3D images corresponding to a specific domain from noise data randomly input by using a domain-adapted 3D generative model constructed based on the training and a predetermined pose parameter.

    IMPLANTABLE DEVICE FOR AUTOMATIC DRUG ADMINISTRATION

    公开(公告)号:US20250144294A1

    公开(公告)日:2025-05-08

    申请号:US19016014

    申请日:2025-01-10

    Abstract: An implantable device for automatic drug administration includes a housing; a drug release unit configured to eject a drug; and a driving unit configured to drive the drug release unit at preset intervals, wherein the drug release unit comprises a drug storage, a drug chamber receiving a drug from the drug storage, and a drug release controller configured to fill the drug chamber with a drug received and release the drug filled in the drug chamber. The drug release controller comprises a plunger configured to form one of positive pressure and negative pressure in the drug chamber as the plunger moves, a plunger spring configured to apply a restoring force to a position where the plunger applies presses the drug chamber, and a gear portion connected to the driving unit and configured to rotate at a preset time to drive the drug release unit.

    ELECTRONIC DEVICE INCLUDING SPATIAL FILTER DEVICE

    公开(公告)号:US20250132500A1

    公开(公告)日:2025-04-24

    申请号:US18925642

    申请日:2024-10-24

    Abstract: The present disclosure relates to a 5G communication system or a 6G communication system for supporting higher data rates beyond a 4G communication system such as long term evolution (LTE). A spatial filter is provided. The spatial filter includes a first substrate having a first parasitic element configured to provide a filtering function and disposed on the spatial filter device, a second substrate having a second parasitic element configured to provide a filtering function and disposed under the spatial filter device, and a dipole antenna configured to transmit and receive radio waves in free space, coupled to each of the first parasitic element and the second parasitic element so as not to be aligned therewith, and disposed between the first substrate and the second substrate.

    MICROORGANISM AND COMPOSITION COMPRISING SAME

    公开(公告)号:US20250127830A1

    公开(公告)日:2025-04-24

    申请号:US18574466

    申请日:2023-04-10

    Abstract: A novel Lactobacillus rhamnosus KBL2290 strain exhibits various activities such as improving intestinal flora, anti-inflammatory, and strengthening intestinal tight junctions. The strain may increase intestinal flora of Akkermansia genus, Lactobacillus genus, Ruminococcus genus or Prevotella genus, suppress an expression of interleukin 1-beta (IL-1B), interleukin 2 (IL-2), interleukin 4 (IL-4), interleukin 12p40 (IL-12p40), interleukin 13 (IL-13), or interleukin 17A (IL-17A), suppresses an expression of chemokine ligand 2 (CCL2) or chemokine ligand 1 (CXCL1), suppress an expression of cyclooxygenase 2 (Cox-2) or nitric oxide synthase (iNOS), promote an expression of interleukin 10 (IL-10) or transforming growth factor-β (TGF-β), and increase an expression of Zo-1 or Occludin. A pharmaceutical composition including the strain may prevent or treat inflammatory bowel disease.

    FULL TRANSMISSION DEVICE FOR WIDE-ANGLE MODE CONVERSION OF ELASTIC WAVES

    公开(公告)号:US20250105821A1

    公开(公告)日:2025-03-27

    申请号:US18275641

    申请日:2023-06-05

    Abstract: An exemplary embodiment attempts to provide a full transmission device for wide-angle mode conversion of elastic waves which can realize mode conversion of elastic waves with high energy efficiency over a wide range of angle of incidence by a single filter. A full transmission device for wide-angle mode conversion of elastic waves includes an incidence medium where elastic waves including longitudinal waves and transverse waves enter obliquely within a preset wide angle range, a transmission medium that transmits elastic waves when the elastic waves enter the transmission medium within the wide angle range through the incidence medium, and a filter that is formed so as to satisfy a wide-angle mode conversion full-transmission condition when the filter is interposed between the incidence medium and the transmission medium, such that elastic waves entering the incidence medium within the wide angle range are completely converted without being reflected so as to be transmitted to the transmission medium.

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