Abstract: An apparatus for learning of generative model according to an embodiment includes an encoder configured to extract a feature from input data and output a feature vector, a decoder configured to restore the input data on the basis of the feature vector, and a domain module configured to generate domain information to be learned through a generative model into domain vector blocks, each with a size corresponding to the feature vector, concatenate the feature vector and the domain vector block, and input a concatenated vector to the decoder.

Abstract: An operation method of an electronic device including a core includes reading first status information from a first status register of a first functional block driven independently of the core, reading second status information from a second status register of a second functional block driven independently of the core, reading first change information from a first flag register of the first functional block, reading second change information from a second flag register of the second functional block, determining whether an operation status of the electronic device is any one status of an idle status and a busy status, based on the read first and second status information and the read first and second change information, and operating in an operation mode corresponding to the determined operation status.

Abstract: Disclosed are a passenger side airbag housing, a manufacturing method therefor, and a passenger side airbag for a vehicle. According to one embodiment of the present invention, a method for manufacturing a passenger side airbag housing comprises: a material preparation step of preparing a fiber reinforced composite material as a fabric form; and a press molding step of manufacturing a passenger side airbag housing by press-molding the fiber reinforced composite material.

Abstract: The present invention relates to an oral appliance, and more specifically, to an oral appliance enabling comfortable oral motor exercises while being effectively fastened to teeth by applying differing degrees of fastening to teeth to its incisor part and molar part. In the oral appliance and method for manufacturing the same according to the present invention, different degrees of fastening are applied to the incisor part and the molar part, thereby minimizing the user's inconvenience that arises when the user moves mouth while keeping the oral appliance stably fastened to the teeth.

Abstract: An articulated robot actuator includes a pair of motors, a pair of first gear parts, a pair of spring members, a pair of second gear parts, and a pair of joint actuating members, to actuate a plurality of joints of an articulated robot. The pair of motors have rotary shafts arranged in parallel, and the pair of first gear parts change directions of rotational actuation forces from the motors. The pair of spring members have degrees of torsion strains determined by the rotational actuation forces from the first gear parts, and the pair of second gear parts receive the rotational actuation forces transferred thereto according to the degrees of the torsion strains of the spring members. The pair of joint actuating members are rotated about a common rotary shaft by the rotational actuation forces from the second gear parts.

Abstract: Disclosed is an apparatus and method to train an autonomous driving model. The apparatus includes a driver information collection processor configured to collect driver information while a vehicle is being driven. The apparatus also includes a sensor information collection processor configured to collect sensor information from a sensor installed in the vehicle while the vehicle is being driven, and a model training processor configured to train the autonomous driving model based on the driver information and the sensor information.

Abstract: An operation method of an electronic device including a core includes reading first status information from a first status register of a first functional block driven independently of the core, reading second status information from a second status register of a second functional block driven independently of the core, reading first change information from a first flag register of the first functional block, reading second change information from a second flag register of the second functional block, determining whether an operation status of the electronic device is any one status of an idle status and a busy status, based on the read first and second status information and the read first and second change information, and operating in an operation mode corresponding to the determined operation status.

Abstract: The present invention provides buckling inducing-type vehicle crash boxes. The buckling inducing-type vehicle crash boxes are arranged at both ends of a back beam and comprise: a box body part; and a reinforcing part, which is formed in a lattice shape, is formed to integrally protrude from the outer surface of the box body part, induce buckling along the longitudinal direction of the box body part by an external impact, and absorb energy generated by to the impact.

Abstract: Apparatuses and methods for image processing are provided. The image processing apparatus performs area classification and object detection in an image, and includes a feature map generator configured to generate the feature map of the input image using the neural network, and an image processor configured to classify the areas and to detect the objects in the image using the generated feature map.

Abstract: A method of controlling a terminal is provided. The method includes determining a current status of at least one of the terminal and a peripheral environment of the terminal based on information obtained by using at least one sensor from a predetermined list of a plurality of statuses regarding the terminal or the peripheral environment of the terminal, determining an operation schedule of the at least one sensor based on the determined current status and the information obtained by using the at least one sensor, and controlling the at least one sensor to operate based on the determined operation schedule.

Abstract: Apparatuses and methods for image processing are provided. The image processing apparatus performs area classification and object detection in an image, and includes a feature map generator configured to generate the feature map of the input image using the neural network, and an image processor configured to classify the areas and to detect the objects in the image using the generated feature map.

Abstract: In an operating method of a memory controller, the memory controller includes a logical-to-logical (L2L) mapping table including mapping information between a first logical area and a second logical area and a logical-to-physical (L2P) mapping table including mapping information between the second logical area and a physical area of a memory device. The operating method includes receiving a first logical address of the first logical area and a first command for changing the L2L mapping table to access first data stored in the memory device through the first logical address, detecting a second logical address of the second logical area mapped to a physical address of the physical area in which the first data is stored, in response to the first command, and changing the L2L mapping table to map the first logical address to the second logical address.

Abstract: The present invention relates to an injection molding method using a fiber-reinforced composite material as an insert, and an injection molded product, and provides an injection molding method comprising: a step of preparing a fiber-reinforced composite material having a high-strength fiber, which is an insert material, impregnated in a resin; an insert formation step of manufacturing an insert by molding the fiber-reinforced composite material into a preliminary shape; and an injection molding step of manufacturing an injection product by arranging the insert in an injection mold and injecting a resin.

Abstract: The present invention relates to an oral appliance, and more specifically, to an oral appliance enabling comfortable oral motor exercises while being effectively fastened to teeth by applying differing degrees of fastening to teeth to its incisor part and molar part. In the oral appliance and method for manufacturing the same according to the present invention, different degrees of fastening are applied to the incisor part and the molar part, thereby minimizing the user's inconvenience that arises when the user moves mouth while keeping the oral appliance stably fastened to the teeth.

Abstract: A storage device includes a memory device and a controller that translates a logical address received from a host into a physical address for the memory device. The controller manages correspondence information indicating a correspondence relationship between logical addresses and physical addresses and a mapping function for determining a mapping unit corresponding to the received logical address in a partial memory area on the memory device indicated by a physical address managed in the correspondence information. The mapping unit corresponding to the received logical address is an area on the memory device indicated by the received logical address. The controller determines the partial memory area including the mapping unit corresponding to the received logical address with reference to the correspondence information and determines the mapping unit from the partial memory area by using the mapping function.

Abstract: Disclosed herein is a beam for a bumper. The beam includes: a rail member installed on a body of a vehicle, wherein the rail member is formed by processing a continuous fiber thermoplastics (CFT) into a rail shape and has a coupling portion having a flange-shaped coupling surface; a stay member disposed at the either side portion of the rail member in the longitudinal direction so that it is located between the body and the rail member, wherein the stay member is formed by processing the continuous fiber thermoplastics (CFT) into a stay shape, and is coupled with the rail member such that a coupling surface having a flange shape in parallel with the coupling surface of the coupling portion is coupled with it; and a fastening plate disposed between the coupling portion and the stay member to enhance rigidity of the coupling surface of the stay member.

Abstract: The present invention relates to an oral appliance, and more specifically, to an oral appliance that may remain fastened to the teeth for a long time by co-using a fastening portion and an assistant fastening portion on the molars. According to the present invention, the oral appliance co-uses a first fastening portion that provides a fastening by friction against the molars and a second fastening portion that provides a fastening by a fastening protrusion to remain fastened to the user's teeth although the frictional fastening force weakens over time. The second fastening portion may be configured of a circular protrusion, subjecting the oral appliance to a tiny movement even when worn, and increasing convenience.

Abstract: A method of operating a storage controller, for controlling a garbage collection operation so that blocks included in a non-volatile memory satisfy reuse constraints, includes determining whether the number of free blocks among the blocks is smaller than a first reference value for triggering a garbage collection operation and performing the garbage collection operation on the blocks until the number of free blocks is equal to a second reference value larger than the first reference value according to a result of the determination.

Abstract: Disclosed are a passenger side airbag housing, a manufacturing method therefor, and a passenger side airbag for a vehicle. According to one embodiment of the present invention, a method for manufacturing a passenger side airbag housing comprises: a material preparation step of preparing a fiber reinforced composite material as a fabric form; and a press molding step of manufacturing a passenger side airbag housing by press-molding the fiber reinforced composite material.

Abstract: A method of operating a data storage device performing garbage collection in response to locality information for pages of a data block. The method includes acquiring mapping table information for the plurality of pages, and determining validity of each one of the plurality of pages while scanning mapping tables indicated by mapping table information associated with the plurality of pages.