Abstract: A method and apparatus for detecting an anomaly in a lane following assistance system perform one or more operations including receiving, by an electronic apparatus, a GPS signal of a running vehicle; checking, by the electronic apparatus, whether a road on which the vehicle is driving is straight by analyzing the GPS signal; accumulating, by the electronic apparatus, an anomaly determination count based on a steering control signal confirmed while driving on a straight road; and detecting, by the electronic apparatus, whether there is an anomaly in a lane following assistance system based on the accumulated anomaly determination count.

Abstract: Embodiments of the disclosed technologies obtain evidence from at least one electronic data source. The evidence can include unstructured data associated with an entity. A set of entity features is extracted from the evidence. The set of entity features includes at least one digital description of expertise associated with the entity. The set of entity features, including the at least one digital description of expertise, is encoded, in digital form, into an entity feature embedding. At least one entity expertise embedding is extracted from the entity feature embedding. The at least one entity expertise embedding encodes an entity domain and a level of expertise of the entity in the entity domain. The at least one entity expertise embedding can be stored in digital form as an entity embedding and/or provided to at least one downstream process, model, component, network, and/or system.

Abstract: Disclosed is a novel type of computing apparatus which is integrated within a buoy that obtains the energy required to power its computing operations from waves that travel across the surface of the body of water on which the buoy floats. Additionally, these self-powered computing buoys utilize their close proximity to a body of water in order to significantly lower the cost and complexity of cooling their computing circuits. Computing tasks of an arbitrary nature are supported, as is the incorporation and/or utilization of computing circuits specialized for the execution of specific types of computing tasks. And, each buoy's receipt of a computational task, and its return of a computational result, may be accomplished through the transmission of data across satellite links, fiber optic cables, LAN cables, radio, modulated light, microwaves, and/or any other channel, link, connection, and/or network.

Abstract: A computer-implemented method comprising: receiving a first input associated with a first entity at a first level of a hierarchy; receiving a second input, associated with a second entity at a second level of the hierarchy, the second entity linked to the first entity within the hierarchy; generating a first low-dimensional feature representation based on the first input, the first low-dimensional feature representation representing the first entity; and generating a second low-dimensional feature representation based on the first input, the second input and the first low-dimensional feature representation, the second low-dimensional feature representation representing the second entity.

Abstract: The present disclosure relates to a ship, and in a ship including a cargo area for storing cargo, a forecastle area provided fore of the cargo area, and an aft area provided aft of the cargo area, the forecastle area includes a fore deck dividing an interior and an exterior of a hull, and a cabin is provided on an upper part of the fore deck, wherein the cabin has a flat cross-section with a width that decreases forward toward a bow.

Abstract: An electronic device including a pretraining module, a loss application module, a score application module, the electronic device includes a memory, and a processor configured to provide a pretraining unified framework based on contrastive text image stored in the memory by controlling operations of the pretraining module, the loss application module, and the score application module, wherein the processor is configured to perform pretraining on a data set including at least one of text and images corresponding to a data set domain input through the pretraining module, apply a loss to a plurality of positive samples in the pretrained data set through the loss application module, and apply a score for embedding pretrained data sets from a plurality of domains in the same space based on a similarity through the score application module.

Abstract: Provided herein is a compound of Formula I: or a pharmaceutically acceptable salt, stereoisomer, mixture of stereoisomers, or deuterated analog thereof, a pharmaceutical composition comprising a compound of the present invention, together with a pharmaceutically acceptable excipient thereof, and a method of treating cancer with the same.

Abstract: The present disclosure relates to a method and apparatus for performing enhanced center-based panoptic segmentation. A method according to an embodiment of the present disclosure may comprise: extracting a plurality of image feature maps based on an input image; extracting first image feature data through a transformer-based encoder; extracting second image feature data through a pixel decoder; selecting a query set through a query selection unit; extracting an updated query set through a transformer-based decoder; and generating a predicted class and a predicted segmented image. In this regard, A selection operation may be performed on predicted classes and predicted segment images for at least one query on the object.

Abstract: The present disclosure relates to a novel PLK1 degradation inducing compound, a method for preparing the same, and the use thereof. The compounds of the present disclosure exhibit an effect of inducing PLK1 degradation. Therefore, the compounds of the present disclosure may be effectively utilized for preventing or treating PLK1-related diseases.

Abstract: The present disclosure relates to an object recognition apparatus and method. The object recognition apparatus includes a sensor (e.g., a LIDAR) and a processor. The processor may determine, via the sensor, an object in a first frame, determine a first moving direction of the object in the first frame, determine a reliability value of the first moving direction, determine a point representing the object in the first frame based on a representative moving direction of the object, and output a signal indicating whether the object is a moving object or a movable stationary object.

Abstract: Present invention teaches the method of using a keratin hydrolysis peptide (“KHP”) solution to enhance sweetness and flavors of tea leaves. By selectively choosing specific weights of feathers and water, and treating the mixture to a high-temperature high-pressure hydrolysis process, the resulting solution is confirmed to contain at least 253 peptides and then applied to the surface of tea leaves during sprouting stage and infused to the soil around the tea trees/plants; the increased content of L-theanine and polyphenol is separately tested and confirmed. Optionally, the KHP solution can be diluted by water, as taught in the specification, before applying to the tea leaves and the soil as taught herein.

Abstract: An MR image processing method that repeats, by a computing device, a unit transformation method N number of times is provided. The unit transformation method in nth iteration comprises, generating a corrected image corrected from a prepared nth image using a predetermined reversible generative model, calculating a differential value of a distance between the corrected image and a source image, and generating a harmonized image by subtracting the differential value from the corrected image. The generating the corrected image comprises, generating a predetermined array by inputting the nth image into the reversible generative model in a forward direction of the reversible generative model, and generating the corrected image by inputting a scaled array in a reverse direction of the reversible generative model, the scaled array being obtained by scaling a value of each element of the generated array by a predetermined scaling factor (1??) (0<?<1).

Abstract: An embodiment discloses a vehicle display apparatus including a display panel, a housing in which the display panel is fixed and which is detachably installed on a holder provided on a dashboard of a vehicle, and a keyboard module provided with switches to operate the display panel and detachably coupled to the housing.

Abstract: Provided is a method for generating a smart map. The method includes: receiving a pre-prepared unstructured map; extracting and subtracting at least one target element data among a plurality of element data included in the unstructured map; and constructing a smart map based on the extracted element data when the extracting and subtracting of the target element data from the unstructured map is completed.

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: A display device including a plurality of channels including at least one dummy channel; a plurality of first sampling circuits sampling a plurality of dummy voltages corresponding to each of the at least one dummy channel; and a holding/scaling circuit including a first input node, a second input node, a first output node, a second output node, a first feedback capacitor connected between the first input node and the first output node, and a second feedback capacitor connected between the second input node and the second output node.

Abstract: A hitch assembly includes a base assembly, a T-shaped mount assembly rotatably mounted to the base, and a step assembly hingedly attached to the base. The base assembly is formed from tabbed and notched sheet metal panels welded together. The mount assembly, which includes one or more coupler engaging devices (e.g., tow balls), rotates about a first axis. The step assembly pivots about a second axis that is orthogonal to the first axis. A bumper disposed between the step assembly and mount assembly reduces vibration of the step, marring of the mount assembly and attendant noise. A spring plunger operable with one hand releasably secures the step in lowered and raised positions. When lowered, the step entirely covers the coupler engaging devices.

Abstract: A display device includes a display panel that includes a plurality of pixels and displays an image corresponding to each of a plurality of frames, and a drive controller that receives an image signal and drives the plurality of frames at a plurality of driving frequencies. The drive controller includes a representative frequency calculator, a compensation signal calculator, and a data compensation unit that receives an image signal and outputs a compensation data signal by adding a gray of the image signal and a gray value based on a data correction lookup table in which the gray value is stored. Luminance of the image is controlled based on the compensation signal and the compensation data signal.

Abstract: Disclosed are a mount control system and method for vehicles in which a camera of an electronically controlled suspension system with road preview photographs a road surface condition of a road ahead of a vehicle, a suspension controller determines a road surface state of the road based on photographed information of the camera, and a mount controller controls semi-active mounts to be in an on state or in an off state based on road surface state determination information transmitted from the suspension controller and values detected by wheel acceleration sensors mounted on wheels of the vehicle, so as to improve not only NVH performance but also driving vibration damping performance depending on the road surface state.

Abstract: There is provided a display device including a substrate, a circuit layer, and an element layer. A display area of the substrate includes a main display area in which emission areas are arranged side by side, and at least one sub-display area surrounded by the main display area. The at least one sub-display area further includes light transmission areas located between the emission areas. The circuit layer includes light-emitting pixel drivers respectively electrically connected to the light-emitting elements of the element layer, data lines transmitting data signals to the light-emitting pixel drivers, first dummy lines extending in a first direction intersecting the data lines, and second dummy lines extending parallel to the data lines and paired with the data lines, respectively. The second dummy lines include reset transmission lines extending from the non-display area to the at least one sub-display area.