Abstract: The present disclosure relates to systems, methods, and non-transitory computer readable media for panoptically guiding digital image inpainting utilizing a panoptic inpainting neural network. In some embodiments, the disclosed systems utilize a panoptic inpainting neural network to generate an inpainted digital image according to panoptic segmentation map that defines pixel regions corresponding to different panoptic labels. In some cases, the disclosed systems train a neural network utilizing a semantic discriminator that facilitates generation of digital images that are realistic while also conforming to a semantic segmentation. The disclosed systems generate and provide a panoptic inpainting interface to facilitate user interaction for inpainting digital images. In certain embodiments, the disclosed systems iteratively update an inpainted digital image based on changes to a panoptic segmentation map.

Abstract: The present disclosure relates to systems, methods, and non-transitory computer readable media for panoptically guiding digital image inpainting utilizing a panoptic inpainting neural network. In some embodiments, the disclosed systems utilize a panoptic inpainting neural network to generate an inpainted digital image according to panoptic segmentation map that defines pixel regions corresponding to different panoptic labels. In some cases, the disclosed systems train a neural network utilizing a semantic discriminator that facilitates generation of digital images that are realistic while also conforming to a semantic segmentation. The disclosed systems generate and provide a panoptic inpainting interface to facilitate user interaction for inpainting digital images. In certain embodiments, the disclosed systems iteratively update an inpainted digital image based on changes to a panoptic segmentation map.

Abstract: The present disclosure relates to systems, methods, and non-transitory computer readable media for panoptically guiding digital image inpainting utilizing a panoptic inpainting neural network. In some embodiments, the disclosed systems utilize a panoptic inpainting neural network to generate an inpainted digital image according to panoptic segmentation map that defines pixel regions corresponding to different panoptic labels. In some cases, the disclosed systems train a neural network utilizing a semantic discriminator that facilitates generation of digital images that are realistic while also conforming to a semantic segmentation. The disclosed systems generate and provide a panoptic inpainting interface to facilitate user interaction for inpainting digital images. In certain embodiments, the disclosed systems iteratively update an inpainted digital image based on changes to a panoptic segmentation map.

Abstract: The present disclosure relates to systems, methods, and non-transitory computer readable media for panoptically guiding digital image inpainting utilizing a panoptic inpainting neural network. In some embodiments, the disclosed systems utilize a panoptic inpainting neural network to generate an inpainted digital image according to panoptic segmentation map that defines pixel regions corresponding to different panoptic labels. In some cases, the disclosed systems train a neural network utilizing a semantic discriminator that facilitates generation of digital images that are realistic while also conforming to a semantic segmentation. The disclosed systems generate and provide a panoptic inpainting interface to facilitate user interaction for inpainting digital images. In certain embodiments, the disclosed systems iteratively update an inpainted digital image based on changes to a panoptic segmentation map.

Abstract: Methods and computer systems for storing a query plan in a cache are provided. The method can include: determining a use frequency of the query plan; determining a target storage layer for storing the query plan based on the determined use frequency, wherein the cache includes at least two storage layers and each of the storage layers is associated with a compression level of query plans; processing the query plan according to the compression level of the target storage layer; and storing the processed query plan in the target storage layer.

Abstract: Disclosed are a method and system for evaluating sonar self-noise at a ship design stage. The method includes: building a ship structure full-scale geometric simulation model; acquiring loss factors and sonar transducer space outfitting acoustic absorption coefficient material parameters; acquiring mechanical excitation, hydrodynamic excitation, and propeller excitation; inputting the loss factors and the sonar transducer space outfitting acoustic absorption coefficient material parameters into an established statistical energy evaluation model, and applying a mechanical excitation to a face plate of foundation of the built ship structure full-scale geometric simulation model, applying a hydrodynamic excitation to the surface of a ship hull, and applying a propeller excitation to a stern shaft to perform calculation of sonar self-noise of a ship to obtain total spectral density level of the sonar self-noise; and evaluating spectral density level calculation results by index requirements.

Abstract: Disclosed are a method and system for evaluating sonar self-noise at a ship design stage. The method includes: building a ship structure full-scale geometric simulation model; acquiring loss factors and sonar transducer space outfitting acoustic absorption coefficient material parameters; acquiring mechanical excitation, hydrodynamic excitation, and propeller excitation; inputting the loss factors and the sonar transducer space outfitting acoustic absorption coefficient material parameters into an established statistical energy evaluation model, and applying a mechanical excitation to a face plate of foundation of the built ship structure full-scale geometric simulation model, applying a hydrodynamic excitation to the surface of a ship hull, and applying a propeller excitation to a stern shaft to perform calculation of sonar self-noise of a ship to obtain total spectral density level of the sonar self-noise; and evaluating spectral density level calculation results by index requirements.

Abstract: The disclosure relates to a communication method and system for converging a 5th-Generation (5G) communication system for supporting higher data rates beyond a 4th-Generation (4G) system with a technology for Internet of Things (IoT). The disclosure applies to intelligent services based on the 5G communication technology and the IoT-related technology, such as smart home, smart building, smart city, smart car, connected car, health care, digital education, smart retail, security and safety services. A method performed by a network-side control node in mobile communication system is provided. The method includes acquiring information related to cooperative scheduling corresponding to a base station, determining configuration information for cooperative scheduling on traffics in overlapped beam coverage areas associated with a plurality of base stations including the base station, based on the information related to cooperative scheduling, and transmitting, to the base station, the configuration information.

Abstract: The disclosure relates to a 5th generation (5G) or 6th generation (6G) communication system for supporting a higher data transmission rate. The disclosure relates to the field of communication. A method and device for beam selection are provided. The method for beam selection includes acquiring network related information and/or user equipment (UE) related information for the beam selection, determining at least one first candidate beam corresponding to the UE among beams of a base station based on the acquired information, and determining a serving beam of the UE based on the determined at least one first candidate beam.

Abstract: A method for the scheme design of shear wall structure based on a generative adversarial network includes: obtaining an architectural drawing; extracting key elements from the architectural drawing, coding the key elements by colors, and generating image features; inputting the image features into a pre-trained structural-design-oriented generative adversarial network model for processing to generate a structural drawing.

Abstract: A semiconductor device may include the following elements: a fin member including a first doped portion, a second doped portion, and a semiconductor portion positioned between the first doped portion and the second doped portion; a composite structure including a conductor and an insulator positioned between the conductor and the semiconductor portion in a first direction; a first spacer having a first dielectric constant and positioned close to the second doped portion; a second spacer having a second dielectric constant and positioned close to the first doped portion; and a third spacer having a third dielectric constant. The second spacer is positioned between the third spacer and the fin member in the first direction. The composite structure is positioned between the first spacer and the second spacer. The first dielectric constant is less than at least one of the second dielectric constant and the third dielectric constant.

Abstract: Semiconductor structures and fabrication methods are provided. An exemplary fabrication method includes providing a base substrate; forming gate structures over the base substrate; forming source/drain doping regions in the base substrate at two sides of each of the gate structures; forming an interlayer dielectric layer over the base substrate and the source/drain doping regions; forming a mask layer having a plurality of first openings there-through and over the interlayer dielectric layer, the first opening having a first length; performing a surface treatment process to remove portions of the mask layer from the first openings and to increase the first length of the first openings; forming contact through holes passing through the interlayer dielectric layer and exposing the source/drain doping regions using the mask layer with the first openings having the increased first length as an etching mask; and forming a contact via in each of the contact through holes.

Abstract: A semiconductor device may include the following elements: a fin member including a first doped portion, a second doped portion, and a semiconductor portion positioned between the first doped portion and the second doped portion; a composite structure including a conductor and an insulator positioned between the conductor and the semiconductor portion in a first direction; a first spacer having a first dielectric constant and positioned close to the second doped portion; a second spacer having a second dielectric constant and positioned close to the first doped portion; and a third spacer having a third dielectric constant. The second spacer is positioned between the third spacer and the fin member in the first direction. The composite structure is positioned between the first spacer and the second spacer. The first dielectric constant is less than at least one of the second dielectric constant and the third dielectric constant.

Abstract: A method of reducing heart failure or preventing sudden cardiac death in a subject in need thereof is carried out by administering a composition comprising a compound that increases cellular level of Sarco/endoplasmic reticulum Ca2+-ATPase 2a (SERCA2a). The invention represents a significant breakthrough in the treatment or prevention of chronic heart failure. The invention is based upon the discovery that a Mifepristone molecule increases the cellular level of SERCA2a protein.

Abstract: An electric connection structure includes a metal element (1) with an axle cavity and a metal element (2) with an axle head. The cross section edges of the hinge faces between the axle cavity and the axle head are in gradual spiral line type. As both the metal elements (1, 2) have larger corner, the hinge faces have larger space which will disappear when the metal elements rotate to be approximately horizontal, and the axle head and the axle cavity will attain compression force to be tightly combined in continuous rotation of the metal elements so as to have a large electric contact face, tight contact, non-loosen, and free maintenance.

Abstract: An electric connection structure includes a metal element (1) with an axle cavity and a metal element (2) with an axle head. The cross section edges of the hinge faces between the axle cavity and the axle head are in gradual spiral line type. As both the metal elements (1, 2) have larger corner, the hinge faces have larger space which will disappear when the metal elements rotate to be approximately horizontal, and the axle head and the axle cavity will attain compression force to be tightly combined in continuous rotation of the metal elements so as to have a large electric contact face, tight contact, non-loosen, and free maintenance.