Abstract: A learning system, comprising at least one processor configured to: acquire, for each feature of a generative adversarial network (GAN) which allows a user to control a plurality of features relating to a generated image, an anchor discrimination image, a positive discrimination image, and a negative discrimination image; calculate, for each feature space corresponding to each of the plurality of features, based on a discriminator of the GAN, an anchor discrimination vector, a positive discrimination vector, and a negative discrimination vector; and execute learning of the discriminator such that, in the feature space corresponding to each of the plurality of features, the anchor discrimination vector and the positive discrimination vector approach each other, and the anchor discrimination vector and the negative discrimination vector become distant from each other.

Abstract: A wireless device receives radio resource control (RRC) messages comprising configuration parameters of a multicast and broadcast service (MBS). The configuration parameters indicate: a first feedback operation with hybrid automatic repeat request (HARQ) feedback being enabled; and a second feedback operation with the HARQ feedback being disabled. A group common downlink control information (DCI) comprises a field indicating one of the HARQ feedback being enabled or the HARQ feedback being disabled. The wireless device receives a first group common DCI: scheduling a first transport block (TB) of the MBS; and comprising the field indicating the HARQ feedback being enabled. The wireless device transmits, based on the field indicating the HARQ feedback being enabled, a first HARQ feedback for the first TB.

Abstract: A method for controlling an electronic device is provided.

Abstract: A map generation method and system for robot operation. The map generation method including receiving a map editing request for a specific floor among a plurality of floors of a building, providing an editing interface on a display unit of an electronic device in response to the map editing request, the editing interface including at least a part of a specific map corresponding to the specific floor, allocating at least one graphic object on the specific map based on editing information received from the electronic device, and updating the specific map on a cloud server based on completion of the allocating such that robots travel through the specific floor according to an attribute of the at least one graphic object.

Abstract: A map generation method including receiving a map editing request for a specific floor among a plurality of floors of a building, providing an editing interface on a display unit of an electronic device in response to the map editing request, the editing interface including at least a part of a specific map corresponding to the specific floor, specifying at least one node group allocatable on the specific map based on first node rules, the first node rules corresponding to spatial characteristics of the specific floor, and performing a node placement process such that first nodes included among the at least one node group are placed on the specific map.

Abstract: A gas detection apparatus for cell module assemblies accurately and rapidly detects a damaged cell of a cell module assembly and the damaged position of the damaged cell. The gas detection apparatus includes a gas detection chamber configured to receive a cell module assembly; and a sliding die configured to be movable to the lower part of the gas detection chamber in the state in which the cell module assembly is disposed at the upper end thereof. The gas detection apparatus further includes a gas sensor provided in the gas detection chamber, the gas sensor including a plurality of gas sensors disposed so as to correspond to positions of cells of the cell module assembly. A gas detection method for cell module assemblies uses the gas detection apparatus for cell module assemblies.

Abstract: Wireless communications may comprise transmissions using a beam. A message may comprise one or more indications of a beam and/or type(s) of signals for downlink and/or uplink transmission using the beam. An acknowledgement may be used to indicate reception of the one or more indications and/or a time offset may be used for applying the beam for the downlink and/or uplink transmission.

Abstract: A device for measuring a height includes an inclined portion including a display, a bottom portion connected to the inclined portion, a support vertically connected to the bottom portion, and a laser device disposed in a region where the inclined portion and the support meet each other, the inclined portion, the bottom portion, and the support are connected to each other based on a shape of a right triangle when viewed from a side, the bottom portion includes a support plate for covering the bottom portion, and a switch is included between the bottom portion and the support plate.

Abstract: An image display device and a voice recognition method thereof are proposed. The image display device and voice recognition method thereof stores received first utterance data in a first buffer when a wake up word is recognized from utterance data, stores second utterance data consecutively uttered from a user in a second buffer, stores third utterance data consecutively uttered from the user in a third buffer when verification of the wake up word is successful on the basis of the first utterance data after booting of an operating system is completed, and joins the second uttered data and the third uttered data respectively stored in the second buffer and the third buffer, so as to perform voice recognition for the utterance data consecutively uttered by the user. Accordingly, including the commands uttered at intervals after the wake up word, user's commands that are consecutively uttered may be recognized.

Abstract: The inventive concept provides a substrate treating apparatus. The substrate treating apparatus includes a support unit configured to support a substrate; and a liquid supply unit configured to supply a treating liquid onto the substrate supported on the support unit, and wherein the liquid supply unit comprises: a tank configured to have an accommodation space for storing the treating liquid therein; a circulation line configured to circulate the treating liquid stored in the accommodation space; a supplementary line configured to supply the treating liquid to the accommodation space, and at which a valve is installed; a heater installed at the circulation line, and for heating the treating liquid; and a controller is configured to control the valve and the heater.

Abstract: The present disclosure relates to a wet duster module of a cleaner and relates to a wet duster module of a cleaner, which includes a diffuser having an inlet connected to a heat generator and an outlet disposed adjacent to a duster, wherein the diffuser includes a diffuser connection pipe formed at the inlet and connected to the heat generator and a diffuser nozzle formed at the outlet and disposed outward in a radial direction of a rotational cleaning part, and thus steam at the same temperature uniformly reaches a wide region of the duster.

Abstract: An apparatus for manufacturing display devices includes: a stage; and a head unit disposed on the stage and including a nozzle unit. The head unit further includes a first coating portion covering a bottom surface of the head unit and at least a part of an inner surface of the nozzle unit, and where a thickness of at least a part of the first coating portion becomes narrower toward a top of the first coating portion.

Abstract: A semiconductor package includes a cavity substrate, a semiconductor die, and an encapsulant. The cavity substrate includes a redistribution structure and a cavity layer on an upper surface of the redistribution structure. The redistribution structure includes pads on the upper surface, a lower surface, and sidewalls adjacent the upper surface and the lower surface. The cavity layer includes an upper surface, a lower surface, sidewalls adjacent the upper surface and the lower surface, and a cavity that exposes pads of the redistribution structure. The semiconductor die is positioned in the cavity. The semiconductor die includes a first surface, a second surface, sidewalls adjacent the first surface and the second surface, and attachment structures that are operatively coupled to the exposed pads. The encapsulant encapsulates the semiconductor die in the cavity and covers sidewalls of the redistribution structure.

Abstract: An electronic device according to an embodiment of the disclosure may, in response to execution of an application being requested, identify at least one service associated with the application, determine a first scheduling policy and a second scheduling policy to be applied to at least one process associated with the at least one service, apply the first scheduling policy corresponding to a higher scheduling priority, of the first scheduling policy and the second scheduling policy, to the at least one process, and release the first scheduling policy and apply the second scheduling policy to the at least one process in response to generation of an application process executing the application.

Abstract: Automated swivel seat and control method thereof are provided. Automated swivel seat comprising a base part fixed to a lower frame of the vehicle and comprising a first through hole formed in a central part thereof, a seat support part fixed to a lower side of a seat frame and configured to rotate on the base part, a swivel structure disposed between the base part and the seat support part and comprising an upper swivel plate coupled to the seat support part and a lower coupling plate coupled to the base part, a first gear coupled to one side of the upper swivel plate, a second gear engage with the first gear, a motor part configured to provide power to the second gear, a sensor part configured to generate gear measurement values comprising a rotation direction and a rotation angle of the seat support part.

Abstract: The present disclosure provides a device and method for providing skin information based on the skin microbiome. The device for providing skin information includes a communication unit forming a network connection with an external device, a user interface unit, a processor, and a memory storing instructions executable by the processor, wherein the processor is configured to, by executing the instructions, obtain survey information related to a user's skin condition and, based on the survey information, select the user's skin type, analyze the user's skin microbiome distribution, or provide information about the user's skin.

Abstract: A display device includes: a pixel which emits light at a luminance corresponding to a data voltage applied thereto; and a data driver which supplies the data voltage to the pixel. The data driver includes: a first amplifier which outputs a first reference voltage; a first booster circuit including an input terminal connected to a first input terminal of the first amplifier, and an output terminal connected to a second input terminal of the first amplifier; a second amplifier which outputs a second reference voltage; a resistance string which receives the first and second reference voltages, and generate gamma voltages which are intermediate voltages between the first and second reference voltages; a digital-analog converter which outputs a gamma voltage corresponding to a gray scale of the pixel among the gamma voltages; and a source amplifier which outputs the gamma voltage as the data voltage.

Abstract: An AI-based contactless sleep analysis system and method are disclosed. The sleep analysis system comprises: a smartphone that downloads a sleep analysis application from a server, collects and transmits sleep sound information of a user in real time to the server, and receives a report of AI-trained sleep analysis results from the server; and at least one smart home appliance that is spaced apart and located around the user, simultaneously collects and transmits the sleep sound information to the smartphone, and provides a customized sleep environment based on the analysis results to the user who is response to a control of the smartphone.

Abstract: A display device including a touch sensing unit including a first touch conductive layer, a first touch insulating layer disposed on the first touch conductive layer, and a second touch conductive layer disposed on the first touch insulating layer. The touch sensor area includes a first touch sensor area located at a center of the touch sensor area, and a second touch sensor area located between the first touch sensor area and the curved portion. The first touch conductive layer includes a touch connection electrode connecting adjacent first touch electrodes, and a plurality of capacitance (cap) compensation patterns arranged in the second touch sensor area. The plurality of cap compensation patterns includes a first cap compensation pattern electrically connected to the adjacent first touch electrode and a second cap compensation pattern electrically connected to the adjacent second touch electrode.

Abstract: A display device includes a cover window, a display module disposed on the cover window and including a display panel, a driving board disposed on the display module and connected to the display panel, and an outer structure at least partially surrounding the display module and the driving board on the cover window. The outer structure is in contact with the driving board.