Lg Electronics Inc.

Lunit Inc.

Samsung Electronics Co., Ltd.

Samsung Display Co., Ltd.

Hyundai Motor Company

Samsung Sds Co., Ltd.

Korea Institute of Science and Technology

Lg Innotek Co., Ltd.

HyunJae Lee

Sunghoon Kim

Hwanchan Ryu

Yohwan Kang

Jaehyun Choi

Hosung Jang

Hansol Kim

Kwanghyun Kim

Jungmok Park

Kangwon Lee

Jeongheon Lee

Heewoong Park

Innam Lee

Hyunjin Choi

Jaewoong Yun

Bongkyu Hwang

Judong Kim

Deukkuen Ahn

Jong Hyun Lee

Jinseong Heo

Seunggeol Nam

Won Mok Kim

Sunjung Kim

Jung-Mok Park

Hyo Sub Shim

Jeung-hyun Jeong

Jaeseok Yang

Hyo-Eun Kim

Se Joon Im

Dukhyun Choe

Sekwon Jung

In-Wook Oh

Hagyoul Bae

Hyeonggeun Yu

Gee Yeong Kim

Weonsuk Lee

Hojune Bae

Hyunjoon Lee

Geunho Kim

An apparatus for processing natural language includes a collection module for collecting a document having style information on text in the document, a preprocessing module for extracting style information from the text of the collected document, and labeling the extracted style information with the text, and a first machine learning module receiving the text labeled with the style information, and predicting a position of a word having the style information in the received text.

Apparatus and method for processing natural language

A document summarizing apparatus includes an encoding unit receiving document data comprised of one or more sentences and converts the document data into a token defined in a predetermined unit to generate a feature vector, an extraction summary unit receiving the feature vector and calculating a probability value that each sentence corresponds to a summary, with respect to each one or more sentences constituting the document data, and generating an attention vector for each token weight based on the probability value, and a decoding unit receiving the feature vector and the attention vector and generating abstract summary data.

Method and apparatus for document summarization

Provided is a method for providing annotation information for a 3D image, which may include outputting a representative image for the 3D image including a plurality of slices, selecting at least one pixel associated with a target item from among a plurality of pixels included in the representative image, outputting, among the plurality of slices, a slice associated with the selected at least one pixel, and receiving an annotation for a partial region of the output slice.

Method and system for outputting a slice corresponding to a target item for 3D image including a plurality of slices

Provided is a content-addressable memory. The content-addressable memory may include a memory cell connected to a match line, a word line, and a search line, and the memory cell includes a first channel layer and a second channel layer doped with different dopants.

Content-addressable memory and electronic device including the same

Provided is a see-through thin film solar cell module including a transparent substrate, a first back electrode deposited on a first surface of the transparent substrate, a second back electrode deposited on the first back electrode and including a MoSelayer, an absorber layer deposited on the second back electrode and including selenium (Se) or sulfur (S), and a laser scribing pattern formed by partially removing the absorber layer.

See-through thin film solar cell module and method of manufacturing the same

A washing machine includes a gasket including a gasket body that connects a casing to a tub, and a plurality of nozzles spraying water into a drum. The gasket body has a first area and a second area corresponding to bilateral areas. The nozzles include a first nozzle and a second nozzle disposed in the first area sequentially in a bottom-to-top direction. The washing machine includes a distribution pipe for distribution circulating water to the nozzles, and the distribution pipe includes a first outlet port and a second outlet port for supplying water to first and second nozzles, and a third outlet port and a fourth outlet port for supplying water to third and fourth nozzles. The first and second outlet ports extend parallel to each other, and the third and fourth outlet ports extend parallel to each other.

Washing machine having circulation nozzles

A washing machine includes a gasket that includes a plurality of nozzles and a plurality of port receiving pipes communicating with the plurality of nozzles, respectively, and a distribution pipe that includes a transport conduit and a plurality of outlet ports protruding from the transport conduit toward the gasket body. The transport conduit includes a first portion spaced apart from an outer circumferential surface of the gasket body. Among the plurality of outlet ports, a first lower outlet port protrudes from the first portion, and the first lower outlet port and the first lower port receiving pipe are coupled to each other in a space where the first portion of the transport conduit and the outer circumferential surface of the gasket body are spaced apart, so that the gasket and the distribution pipe are connected tightly.

Washing machine

A 3D image sliced into a plurality of slices including the first slice on which a label is annotated and a plurality of second slices on which the label is not annotated is provided as a training sample. A computing device trains a neural network based on the first slice, determines an expandable second slice which is expandable from the first slice from among the plurality of second slices based on the trained neural network; and trains the neural network based on expanded slices including the expandable second slice.

Learning apparatus and learning method for three-dimensional image

Provided is a method for training a neural network and a device thereof. The method may train a neural network with three-dimensional (3D) training image data including a plurality of two-dimensional (2D) training image data. The method may include training, at a processor, a first convolutional neural network (CNN) with the plurality of 2D training image data, wherein the first convolutional neural network comprises 2D convolutional layers. The method may further include training, at the processor, a second convolutional neural network with the 3D training image data, wherein the second convolutional neural network comprises the 2D convolutional layers and 3D convolutional layers configured to receive an output of the 2D convolutional layers as an input.

Method for training neural network and device thereof

A washing machine includes a casing, a tub, a drum, a pump for circulating water from the tub, a gasket connecting an entry hole of the casing to an entrance hole of the tub and including nozzles for spraying water to the drum, and outlet ports for supplying water to the nozzles. The nozzles are arranged at an inner surface of the gasket at both lateral sides of the gasket in a vertical direction. The gasket includes port receiving pipes that receive the outlet ports, respectively, that are arranged in the vertical direction at an outer surface of the gasket, and that extend parallel to each other.

Disclosed is a washing machine including: a gasket, wherein the gasket includes a plurality of nozzles provided on an inner circumferential surface of a gasket body to spray water into a drum, and a plurality of port receiving pipes protruding from an outer circumferential surface of the gasket body and respectively communicating with the plurality of nozzles; a distribution pipe supplying water pumped by a pump to the plurality of nozzles; and a first balancer disposed at a front surface of a tub. At least a portion of the first balancer is spaced apart from the outer circumferential surface of the gasket body, and at least a portion of a transport conduit of the distribution pipe is disposed in a space between the first balancer and the gasket body, and accordingly, separation of the distribution pipe from the gasket is prevented.

Washing machine and method for assembling the same

Disclosed is a washing machine including: a gasket, wherein the gasket includes a gasket body, forming a passage between a laundry entry hole formed in a casing and an opening formed in a tub, and a plurality of nozzles spraying water into a drum; and a distribution pipe supplying water pumped by a pump to the plurality of nozzles, wherein the distribution pipe includes a transport conduit disposed on an outer circumferential surface of the gasket, wherein the gasket body is divided into a front body positioned on the side of the casing and a rear body positioned on the side of the tub, wherein the rear body includes an accommodating part in which at least a portion of the transport conduit is disposed, and accordingly, it is possible to prevent intervention between the distribution pipe and any other structure around the gasket.

Disclosed is a device for removing residual hydrogen in a fuel cell. The device for removing residual hydrogen in a fuel cell sucks residual hydrogen gas in a fuel cell system and easily removes the sucked hydrogen gas so as to prevent a fire, an explosion, and the like which may occur due to residual hydrogen in the fuel cell system during maintenance work of a fuel cell vehicle. In particular, the device may be manufactured as a simple ejector structure in which a nozzle, a venturi, and a diffuser are sequentially combined, the nozzle and the venturi are combined, and the like to use compressed air as a driving flow and use gas inside a fuel cell system as a suction flow and thus easily remove the residual hydrogen.

Device for removing residual hydrogen in fuel cell

Disclosed is a washing machine including: a gasket, wherein the gasket includes a plurality of nozzles and a plurality of port receiving pipes communicating with the plurality of nozzles, respectively; and a distribution pipe, wherein the distribution pipe includes a transport conduit and a plurality of outlet ports protruding from the transport conduit toward the gasket body. The transport conduit may include a first portion spaced apart from an outer circumferential surface of the gasket body. Among the plurality of outlet ports, a first lower outlet port protrudes from the first portion, and the first lower outlet port and the first lower port receiving pipe are coupled to each other in a space where the first portion of the transport conduit and the outer circumferential surface of the gasket body are spaced apart, so that the gasket and the distribution pipe are connected tightly.

Growing community of inventors

Seoul, South Korea

HyunJae Lee