Abstract: A semiconductor package including a substrate; a semiconductor chip on the substrate and electrically connected to the substrate; a molding material on the substrate that molds the semiconductor chip; a thermal conductive adhesive on the semiconductor chip and the molding material; and a thermal conductive layer on the thermal conductive adhesive. A first surface of the thermal conductive layer faces the thermal conductive adhesive. A second surface of the thermal conductive layer which is opposite the first surface of the thermal conductive layer has a higher surface roughness value than the first surface.

Abstract: The present invention relates to a handpiece for electrosurgery, the handpiece allowing direction and length of a working rod to be freely controlled during surgery, and effectively suctioning and removing smog that has negative health effects and obstructs the field of view of operating surgeons.

Abstract: The present disclosure relates to a method for autonomous management and control in a quantum key distribution network and a device therefor. A method performed by an apparatus including a first entity in a QKDN supporting AMC according to one aspect of the present disclosure may include: collecting first data from a second entity; determining whether a first ML model available for analyzing the first data exists; generating a control action, wherein i) if the first ML model exists, the control action is generated by analyzing the first data using the first ML model, and ii) if the first ML model does not exist, the control action is generated by analyzing second data collected from the second entity using a second ML model received from a third entity; and requesting the second entity to apply the control action.

Abstract: An apparatus for image segmentation according to an embodiment includes an acquirer configured to acquire one or more images in which an object is photographed and a segmentation performer configured to perform segmentation on the one or more images using a segmentation model which is deep learned through a plurality of images, in which the segmentation model is a U-Net-based model including a first type module based on depth-wise separable convolution (DSC) and a second type module based on global context network (GCNet).

Abstract: A system-on-a-chip sharing a graphics processing unit supporting multi-master is provided. A system on chip (SoC) comprises a plurality of central processing units (CPUs) for executing at least one operating system, a graphics processing unit (GPU) that is connected to each of the plurality of CPUs via a bus interface and communicates with each of the plurality of CPUs, and at least one state monitoring device that is selectively connected to at least one CPU among the plurality of CPUs and transmits execution state information of at least one operating system executed in the connected CPU to the GPU. The GPU is shared by at least one operating system and controls a sharing operation by the at least one operating system based on the execution state information of the at least one operating system.

Abstract: A system-on-a-chip sharing a graphics processing unit supporting multi-master is provided. A system on chip (SoC) comprises a plurality of central processing units (CPUs) for executing at least one operating system, a graphics processing unit (GPU) that is connected to each of the plurality of CPUs via a bus interface and communicates with each of the plurality of CPUs, and at least one state monitoring device that is selectively connected to at least one CPU among the plurality of CPUs and transmits execution state information of at least one operating system executed in the connected CPU to the GPU. The GPU is shared by at least one operating system and controls a sharing operation by the at least one operating system based on the execution state information of the at least one operating system.

Abstract: A composition is useful for treating inflammatory diseases, in which hydrophobic manganese oxide is loaded on micelles so as to be stably protected in vivo thereby easily being delivered to a target site. In addition, the hydrophilic and hydrophobic regions of micelles are bonded with a reactive oxygen species (ROS) cleavable linker and decomposed in response to active oxygen species at an inflammatory site, thereby efficiently releasing hydrophobic manganese oxide particles, and released hydrophobic manganese oxide can generate oxygen to change the microenvironment of the target site, thereby improving the effects of physiologically active substances loaded on the micelles.

Abstract: The present disclosure relates to a method and apparatus for control action based on software-defined networking associated with quantum key distribution network (QKDN) management in a quantum key distribution network. A method for performing a control action associated with QKDN management in a QKDN according to an embodiment of the present disclosure may include: receiving, by a first control entity, control action information from a QKDN manager; determining, by the first control entity, a target of the control action based on the control action information; classifying, by the first control entity, the control action sequentially as one of a routing or rerouting-related control action, a provisioning-related control action, a protection or recovery-related control action, and a charge-related control action based on the target of the control action; and transmitting, by the first control entity, information for performing the control action for a target associated with the classified control action.

Abstract: An apparatus for evaluating the quality of digital human content included in a source input are disclosed. The apparatus includes a first entity determines a provisioning plan based on available resources matching a service level agreement (SLA)-based user's provisioning request. The apparatus further includes a second entity provision resources of the QKDN based on the provisioning plan, and re-provision the provisioned resources in response to receiving a re-provisioning request or a re-optimization request for the provisioned resources from other entities.

Abstract: The present disclosure relates to a face identification apparatus and a method thereof. An apparatus includes: a processor configured to detect face information from image data, to extract face features from the detected face information based on a face feature extraction model weight-lightened through a weight-lightening technique, and to compare the face features with a previously stored face database to identify a face according to similarity; and a storage configured to store data and algorithms driven by the processor, and to have the face database.

Abstract: The present invention relates to a conductive electrode for a monopolar handpiece used for an electrosurgical handpiece and particularly to a conductive electrode for an electrosurgical handpiece, which causes almost no tissue carbonization and does not generate smog.

Abstract: An apparatus for image transformation for transforming a first medical image into a second medical image based on an artificial neural network technology includes a preprocessing module that receives the first medical image and second medical image obtained by photographing the same part of a body using different photographing techniques and performs preprocessing on the first and second medical images, and an artificial neural network module that receives the preprocessed first medical image and second medical image, respectively, and transforms the first medical image into a second medical image.

Abstract: The present invention relates to a conductive electrode of a monopolar handpiece, used in an electrosurgical handpiece. Specifically, the purpose of the present invention is to provide a conductive electrode for an electrosurgical handpiece and a manufacturing method therefor, in which during surgery, tissue carbonization and smog production nearly do not occur, and tissues do not adhere to the electrode.

Abstract: In an embodiment an apparatus includes a processor configured to generate a feature extraction module using a dataset in which an attribute for each object is defined, receive an image obtained by a camera, extract an attribute of an object of interest from the image using the learned feature extraction module, identify an object re-identification candidate group based on the extracted attribute of the object of interest and re-identify the object of interest based on the identified object re-identification candidate group.

Abstract: A learning apparatus for image generation includes a preprocessing module configured to receive text for image generation and generate a sentence feature vector and a word feature vector from the received text, a first generative adversarial network (GAN) configured to receive the sentence feature vector from the preprocessing module and generate an initial image based on the received sentence feature vector, and a second generative adversarial network configured to receive the word feature vector generated by the preprocessing module and the initial image generated by the first generative adversarial network and generate a final image based on the word feature vector and the initial image.

Abstract: Systems and methods are provided for displaying and interacting with multiple open views in a mobile environment. An example method can include displaying content for a first web page in a first pane in a maximized state on a mobile device, receiving a touch input on a navigation control associated with the first pane, and responsive to receiving the touch input, displaying a second web page in a second pane on the mobile device, the second pane being in a minimized state in a dock area. The dock area can overlay the first pane in the maximized state and the minimized state of the second pane can display a smaller version of the second web page than the second pane in a maximized state. In some examples the second web page updates content in parallel with the first web page.

Abstract: A process for making an oxymethylene polymer comprising polymerizing at least one compound capable of forming —CH2O— repeat units (monomer) in the presence of at least one ester of the general formula I (ester): R1—CO—O—R2 (I) wherein R1 can be hydrogen, wherein R1 and R2 are independently of each other linear or branched C1 to C10 alkyl C5 to C7 cycloalkyl —[R3-0-]nR4 wherein R3 is a linear or branched C2 to C5 alkylen and R4 is a linear of branched C1 to C5 alkyl and n is an integer of from 1 to 5. and in the presence of at least one Lewis acid.

Abstract: The present invention relates to a suction structure for an electrosurgical handpiece and particularly to a smog suction structure for a handpiece, the smog suction structure being capable of efficiently suctioning and removing smog which obstructs the view of an operating surgeon and has a harmful effect on health.

Abstract: A learning apparatus for image generation includes a preprocessing module configured to receive text for image generation and generate a sentence feature vector and a word feature vector from the received text, a first generative adversarial network (GAN) configured to receive the sentence feature vector from the preprocessing module and generate an initial image based on the received sentence feature vector, and a second generative adversarial network configured to receive the word feature vector generated by the preprocessing module and the initial image generated by the first generative adversarial network and generate a final image based on the word feature vector and the initial image.

Abstract: A washing machine in which a detergent case is located below a washing tub unit and detergent and wash water are supplied from the detergent case to the washing tub unit by a pump. An overflow hole to prevent overflow of water to the outside the detergent case is provided on the detergent case, and the detergent and the wash water do not overflow the detergent case and are discharged to an outside of the washing machine through the overflow hole when the pump breaks down.