Abstract: A method and a system for personalized image generation are provided. The method includes: determining a facial description text specified by a user; generating, based on the facial description text, a facial image by using a generative algorithm; obtaining a first dressing effect image of a target garment, the first dressing effect image presenting a wearing effect of the target garment on a digital model; and generating a second dressing effect image of the target garment by performing a fusion operation on the facial image and the first dressing effect image, the second dressing effect image presenting a wearing effect of the target garment on a fused digital model. The provided solution not only enables the rapid, high-quality generation of garment images but also ensures that the fused images maintain feature consistency, meeting users' personalized display preferences.

Abstract: A Compute-In-Memory (CIM) architecture includes a plurality of memories and a plurality of processing elements. Each of the processing elements has a look-up table unit configured to store values of a look-up table of a k-cluster residue number system, and output one of the values of the look-up table according to a first remainder and a second remainder as a result of a residue calculation. The look-up table unit receives the first remainder and the second remainder from one of the memories.

Abstract: A display device has a display area and a peripheral area, and includes an array substrate. The array substrate includes M number of pixel unit columns disposed in the display area and a first dummy electrode disposed in the peripheral area, where M is a positive integer greater than or equal to 2. The M number of pixel unit columns include a first pixel unit column to an Mth pixel unit column arranged in sequence. Each of the M number of pixel unit columns includes a plurality of pixel units arranged in sequence. The first dummy electrode is located on one side of the first pixel unit column. During a frame period, the first pixel unit column receives the first pixel signal, and the first dummy electrode receives the first dummy signal. The polarity of the first pixel signal is different from that of the first dummy signal.

Abstract: Systems and methods are provided herein for treating a patient in cardiogenic shock. An intravascular heart pump system is inserted into vasculature of the patient. The heart pump system has a cannula, pump outlet, pump inlet, and rotor. The heart pump system is positioned within the patient such that the cannula extends across the patient's aortic valve, the pump inlet is located within the patient's left ventricle, and the pump outlet is located within the patient's aorta. Data related to time-varying parameters of the heart pump system is acquired from the heart pump system. A plurality of features are extracted from the data. A probability of survival of the patient is determined based on the plurality of features and using a prediction model. The heart pump system is operated to treat the patient.

Abstract: A goods shelf shuttle and a goods shelf system, where the goods shelf shuttle includes a vehicle body (100), an access device (500), and a lifting device (600); an accommodating chamber for accommodating the access device (500) is formed inside the vehicle body (100); the access device (500) includes a fixed part (510) and a mobile part (520) for accessing goods (900); the mobile part (520) is capable of telescopically moving relative to the fixed part (510); the lifting device (600) is connected between the fixed part (510) and the vehicle body (100), and the lifting device (600) is configured to drive the fixed part (510) to move along a vertical direction, thereby enabling the access device (500) to extend from or retract into the accommodating chamber. The goods shelf shuttle and goods shelf system may access goods (900) on each layer of the goods shelf (700).

Abstract: A method for running an edge-cloud fusion-aware visual prompt large language model includes training a large language model feature encoder and a small feature extraction model, inputting knowledge-based text prompts to the large language model feature encoder in an edge device to generate a plurality of knowledge-based text embeddings, building a large language model database in the edge device according to the plurality of knowledge-based text embeddings, inputting a text prompt to the large language model feature encoder in the edge device to generate a text query embedding, comparing the text query embedding with the large language model database to generate a first similarity score, and if the first similarity score is larger than a first threshold, then inputting the text query embedding to the small feature extraction model to generate a first answer.

Abstract: An integrated circuit includes a first voltage decrease detection circuit that has a first comparator circuit that compares a supply voltage in the integrated circuit to a threshold voltage to generate a first detection signal that indicates a decrease in the supply voltage, and a first timestamp storage circuit that stores a first timestamp in response to the first detection signal indicating the decrease. The integrated circuit includes a second voltage decrease detection circuit that has a second comparator circuit that compares the supply voltage to the threshold voltage to generate a second detection signal that indicates the decrease, and a second timestamp storage circuit that stores a second timestamp in response to the second detection signal indicating the decrease. The integrated circuit includes a control circuit that determines a location of a source of the decrease in the integrated circuit based on the first and the second timestamps.

Abstract: The present invention provides methods for the determination and manipulation of immunodominant epitopes via respectively mapping and optimizing the glutamine-containing transglutaminase modification motifs. The invention discovers that the acyl donor glutamine-containing transglutaminase modification motifs of a peptide compose and correspond to the immunodominant epitope sequences recognized by the immunity, and the motifs' transglutaminase reactivity positively correlates with their immunogenicity. The invention further provides an approach for immunogen design wherein the immunogenicity of a protein could be manipulated through protein engineering measures changing the transglutaminase reactivity like amino acid substitution/mutation, deletion, or insertion, direct introduction/creation of glutamine residues/motifs, or any combination thereof.

Abstract: The disclosed embodiments include computerized methods, systems, and devices, including computer programs encoded on a computer storage medium, for integrating voice-based interaction and control into a native graphical user interface (GUI) of an executed application. For example, a communications device may obtaining component data identifying a plurality of components of a voice-user interface from a computing system maintained by a voice-service provider, and may execute an application linked to a corresponding one of the components of the voice-user interface. The communications device may generate the native GUI based on an output of the executed application, and may generate an interface element representative of the corresponding one of the components of the voice-user interface. The communications device may present the generated interface element within the native GUI, which may embed the corresponding component of the voice-user interface into the native GUI.

Abstract: A rail train is provided in the embodiment of the present disclosure, comprising: a semi-enclosed air duct, the semi-enclosed air duct comprises an air duct top and an air duct side; the air duct top is fixed with an inner top of a rail train body, the air duct side is connected on both sides of the air duct top and extends downward; a large side top, and the the large side top is fixed to the rail train body as a part of a rail train roof, and the large side top is top-sealed at a bottom of the air duct side to form an air passage with the air duct. The rail train solves the technical problem that the roof and the air duct of the rail train are not conducive to overall weight reduction of the rail train.

Abstract: The present disclosure relates generally to lipids, lipid nanoparticle formulations, and methods of using the same for delivering nucleic acids, such as mRNA.

Abstract: A method for automatically classifying clinical descriptions of patients by a computer processor using natural language processing is provided. The clinical descriptions relate to the use of a ventricular assist device to treat the patient. The method comprises receiving at least one clinical description comprising text. The method also then comprises determining the position of a target word within the text. Further the method comprises determining the existence of at least one negation word within an active region, the active region comprising a predetermined number of words within the text occurring immediately before and immediately after the target word, including the target word. The method then comprises determining the existence of at least one body-part word within the active region. Lastly, the method comprises determining that the clinical description is to be disregarded if the active region contains either a negation word or a body-part word.

Abstract: In some embodiments, a method generates a first representation of a first relationship between bitrate and quality based on first features of a first portion of a video. Also, the method generates a second representation of a second relationship between bitrate and quality based on second features of a second portion of a video. The first representation is analyzed to determine a first list of bitrates for the first portion of video and the second representation is analyzed to determine a second list of bitrates for the second portion of video. The first list of bitrates is different from the second list of bitrates. The method outputs the first list of bitrates for use encoding the first portion of video and the second list of bitrates for use encoding the second portion of video.

Abstract: In some embodiments, a method receives a file for transcoding. A timing requirement is associated with the transcoding of the file. The method generates a prediction of a timing estimation based on characteristics of the file and a set of target configurations. A target configuration in the set of target configurations is associated with a transcoding setting. The timing estimation is analyzed for the set of target configurations and the timing requirement to determine a transcoding configuration of a transcoding system. The transcoding configuration of the transcoding system is output to configure the transcoding system to transcode the file. The file is to be transcoded using at least a portion of the set of target configurations based on configuring of the transcoding system.

Abstract: The present disclosure provides a machine learning-based method for measuring bending stiffness of a fabric, comprising: obtaining an image of a fabric to be tested placed on a three-dimensional geometric object; and determining the bending stiffness of the fabric to be tested by inputting the image of the fabric to be tested into a trained deep neural network.

Abstract: Described herein is a system and method for calculating variable refresh rate (VRR) flicker of a display used for information handling systems. VRR display data is provided to the display which generates a raw optical waveform. The raw optical waveform is captured by an optical sensor. The captured raw optical waveform is weighted using an inverse Fast Fourier Transform from a Temporal Contrast Sensitivity Function (TCSF). Calculating the flicker value of the weighted optical waveform over a defined moving window is performed. The flicker average and flicker maximum of the flicker value is used to determine a VRR flicker value.

Abstract: Parallel computation methods and systems for multiplying symmetric matrices with vectors are provided. The method may include acquiring a symmetric matrix and a vector; determining a count of a plurality of threads; dividing the symmetric matrix into a symmetric axis region, an upper triangular region, and a lower triangular region; obtaining symmetric axis data by determining a product of the symmetric axis region and the vector; dividing the upper triangular region or the lower triangular region into one or more subregions; for each of the one or more subregions, determining one or more candidate axes parallel to the symmetric axis, and for each of the one or more candidate axes, obtaining two sets of data or four sets of data by performing two multiplication operations on the candidate axis; and obtaining a result of multiplying the symmetric matrix with the vector.

Abstract: A semiconductor package is provided. The semiconductor package includes a first passive component module, a first antenna module, a first conductive structure and a second conductive structure. The first passive component module has a top surface, a bottom surface and a first side surface between the top surface and the bottom surface. The passive component module has a first size. The first antenna module is separated from the first passive component module and stacked on the top surface of the first passive component module. The antenna module has a second size. The first conductive structure is in contact with the top surface of the first passive component module and electrically connected to the first antenna module. The second conductive structure is in contact with the bottom surface of the first passive component module.

Abstract: Described herein is a system and method for calculating variable refresh rate (VRR) flicker of a display used for information handling systems. VRR display data is provided to the display which generates a raw optical waveform. The raw optical waveform is captured by an optical sensor. The captured raw optical waveform is weighted using an inverse Fast Fourier Transform from a Temporal Contrast Sensitivity Function (TCSF). Calculating the flicker value of the weighted optical waveform over a defined moving window is performed. The flicker average and flicker maximum of the flicker value is used to determine a VRR flicker value.

Abstract: An optical imaging lens proofed against field curvatures, in an imaging module, and the module being used in an electronic device, is, from an object side to an image side, composed of a first lens with a positive refractive power, a second lens, a third lens, a fourth lens with a negative refractive power, a fifth lens, and a sixth lens with a negative refractive power. The optical imaging lens satisfies the formula ?3 mm?1<FNO/f6<?0.1 mm?1, ?0.065 mm/°<f6/FOV<?0.03 mm/°, wherein FNO is a F-number of the optical imaging lens, f6 is a focal length of the sixth lens, and FOV is a maximum field of view of the optical imaging lens.