Abstract: A traditional Chinese medicine composition for treating immune vasculitis, prepared from 15-40 parts of Radix rehmanniae, 10-20 parts of Radix paeoniae rubra, 10-40 parts of fructus gardeniae, 15-60 parts of gypsum, 15-40 parts of Sedum sarmentosum, 15-40 parts of Solanum lyratum, 15-40 parts of Oldenlandis diffusa, 15-40 parts of Cornu bubali, 10-20 parts of fructus forsythiae, 6-20 parts of fried Rheum officinale, 3-15 parts of liquorice, 0.6-2.4 parts of antelope horn, 3-12 parts of amber powder, and 2-8 parts of Panax notoginseng powder. The traditional Chinese medicine composition may be prepared into a decoction, a granule, a pluvise, a capsule, a tablet, or an oral liquid. The immuse vasculitics disease is nodular vasculitis, systemic lupus erythematosus vascultits, scleroderma vasculitis, or ACNA-related vasculitis.

Abstract: The disclosure focuses on using a boundary identification system to actively determine borders and boundaries in subsurface geological features, such as reservoirs. In various implementations, the boundary identification system uses an ensemble image model leveraging multiple image-to-image machine-learning models to efficiently and accurately generate reservoir boundaries from inversion result profiles and images. In many instances, the boundary identification system generates reservoir boundaries from inversion results in real-time. Additionally, in some instances, the boundary identification system further improves the accuracy of the ensemble image model by diversifying the inputs and using ensembling on the individual model outputs during inference.

Abstract: An optical film, a polarizer, and a display device are provided. The optical film includes a base material and adjusting particles dispersed in the base material. The optical film has an in-plane retardation value, and the in-plane retardation value of the optical film is less than 3000 nm.

Abstract: Embodiments of the present disclosure provide a color-resist composition and a display panel, and the color-resist composition includes a photocurable resin and a photosensitive monomer. The photosensitive monomer has a chemical structure provided by the embodiments of the present disclosure. The photocurable resin is correspondingly selected from the photocurable resin in the embodiments of the present disclosure. The crosslinking degree of the photocurable resin can be enhanced by adding the photosensitive monomer to the photocurable resin during a preparation process to form a color-resist film layer, which improves the overall performance of the display panel.

Abstract: A quantization method of a diffusion model comprises performing post-training quantization on a first diffusion model, to obtain a second diffusion model; dividing time steps of the second diffusion model into a plurality of time step groups; adjusting a weight of the second diffusion model for each of the plurality of time step groups, to obtain a third diffusion model; training the third diffusion model using an output of the first diffusion model, to adjust adjustment parameters of the third diffusion model, wherein the adjustment parameters of the third diffusion model reflect a change of a weight of the third diffusion model with respect to a weight of the second diffusion model; and quantizing the adjusted adjustment parameters of the third diffusion model to obtain a quantized diffusion model.

Abstract: A data processing system implements receiving an image and a natural language prompt input by a user requesting that an application generate an digital picture frame for the image; analyzing the prompt using a key-phrase extraction unit to extract one or more key phrases from the prompt that describe a topic of the frame to be generated for the image; providing the one or more key phrases as an input to a retrieval engine; analyzing the one or more key phrases with the retrieval engine to identify a set of candidate frame images from among a plurality of frame images in a labeled frame images datastore; analyzing the set of candidate frame images using an image placement unit to obtain a set of framed images based on the image and the candidate frame images; and presenting the set of framed images on a user interface of the application.

Abstract: A liquid crystal composition and a display panel are provided herein. The liquid crystal composition includes a liquid crystal compound, a self-alignment compound, and a first polymerizable compound. The self-alignment compound is represented by the following formula I, and the first polymerizable compound is represented by the following formula II-1: The display panel includes a first substrate; a second substrate disposed opposite to the first substrate; a liquid crystal layer disposed between the first substrate and the second substrate; an alignment layer disposed at least on a side of the first substrate close to the liquid crystal layer, where the alignment layer comprises a polymerization product of the self-alignment compound and the first polymerizable compound in the liquid crystal composition.

Abstract: Disclosed are an optical film, a polarizer, and a display device. Regulating particles include first regulating particles and/or second regulating particles. Each first regulating particle has an length to diameter ratio of greater than or equal to 5 and less than or equal to 50, and each second regulating particle has an length to diameter ratio of greater than or equal to 1 and less than 5. The first regulating particles and/or the second regulating particles are dispersed in a dispersion portion of a substrate, and a ratio of a thickness of the dispersion portion to a thickness of the substrate is greater than or equal to 1:100 and less than 1:1.

Abstract: A data processing system implements receiving a user request to lay out multimodal design elements in a graphic design; applying a first generative model to categorize the design elements based on their content attributes in an initial layer and at least two pre-defined layers; applying a second generative model to sequentially process the layers until rendering a final composition image, by: processing the initial layer into an initial image, and for each of the pre-defined layers: encoding content attributes of each design element of the layer and a precedent image into combined embeddings, projecting the combined embeddings to match a hidden state dimension, predicting position and size attributes per design element of the layer based on the combined embeddings, and rendering a composition image based on the position and size attributes; and displaying the final composition image.

Abstract: A data tracing method includes: A data tracing system obtains a tracing request, where the tracing request is used to find a cause of an anomaly of a to-be-traced record in a result table, the tracing request includes a tracing parameter, the result table includes a tracing field, a field value of the tracing field includes one or more table identifiers and a filter condition corresponding to each table identifier, the result table is obtained based on source data tables corresponding to the one or more table identifiers, and the tracing parameter includes a field value of a tracing field corresponding to the to-be-traced record. The data tracing request determines a tracing statement based on the tracing request, and executes the tracing statement, to determine the cause of the anomaly corresponding to the to-be-traced record.

Abstract: A vehicle and an insulation monitoring circuit for vehicle battery, the insulation monitoring circuit acquiring power from the vehicle battery and comprising a voltage-to-frequency conversion circuit (11), an RC series circuit (12), a first peak sampling circuit (13), and an alarm trigger module (14); the voltage-to-frequency conversion circuit (11) outputs a low-frequency pulse signal and injects same via the RC series circuit (12) into a high-voltage system connected to the vehicle battery; the first peak sampling circuit (13) performs sampling on a voltage signal of a resistor rear end in the RC series circuit (12) and feeds back same to the voltage-to-frequency conversion circuit (11), such that the outputted low-frequency pulse signal is adapted to the vehicle battery; and the alarm trigger module (14) performs processing on the voltage signal of the resistor rear end in the RC series circuit (12) and outputs an alarm trigger signal.

Abstract: A data processing system includes: a processor; a memory storing executable instructions which, when executed by the processor, cause the processor, alone or in combination with other processors, to implement a client application with a user interface. The client application is configured to: receive an image depicting an object; generate a fine-tuning input to an image-generating Artificial Intelligence (AI) model to associate image data of the object with an identifier; with the fine-tuning input, fine-tune the AI model; structure a prompt for the AI model using the identifier; and obtain from the AI model a new customized image that depicts the object while preserving an appearance of the object.

Abstract: A data processing system implements receiving a text prompt to create a multilayer graphic design; predicting, by a first generative model based on the text prompt, a layout including anonymous regions each defined by a bounding box without content or region-wise prompt annotations; concurrently generating, by a diffusion transformer, multilayer image latents of a global reference image, a background layer, and transparent foreground layers using a Gaussian noise conditioned on the layout and the text prompt, each of the transparent foreground layers corresponding to one of the anonymous regions; decoding, by a vision transformer, the multilayer image latents into the global reference image, the background layer, and the transparent foreground layers as the multilayer graphic design; composing an output based on the background layer and the transparent foreground layers; providing the output to a client device; and causing a user interface of the client device to display the output.

Abstract: Methods, computer systems, and computer storage media are provided for generating new images in association with a desired set of colors. In embodiments, a text prompt including a first color signal representing a textual description of a color and a second color signal representing a color code associated with the color is generated. Further, an image prompt is generated that includes a color-enhanced reference image generated in accordance with the color. The text prompt including the first color signal and the second color signal and the image prompt including the color-enhanced reference image are used to generate a new image, which may be presented via a user interface.

Abstract: Systems and methods for generating custom art fonts with consistent style include receiving user input that identifies a base font style for a custom font and includes descriptive text that defies one or more text effects to use for the custom font. Depth maps are selected for characters to be included in the custom font. The depth maps are preprocessed to add noise to the depth maps. A generative model generates custom font images conditioned with the text prompt and the depth maps. The custom font images are then used to render text on a display screen of a computing device.

Abstract: Automatic generation of intelligent content is created using a system of computers including a user device and a cloud-based component that processes the user information. The system performs a process that includes receiving an input document and parsing the input document to generate inputs for a natural language generation model using a text analysis model. The natural language generation model generates one or more candidate presentation scripts based on the inputs. A presentation script is selected from the candidate presentation scripts and displayed. A text-to-speech model may be used to generate a synthesized audio presentation of the presentation script. A final presentation may be generated that includes a visual display of the input document and the corresponding audio presentation in sync with the visual display.

Abstract: A data processing system implements receiving a style request including a style image and image(s) of subject(s) for generating an avatar for the subject(s); constructing a first prompt by appending the style request and the image(s) to a first instruction string, the first instruction string including instructions to a multimodal model to generate a textual description of the subject(s) from the image(s), to generate a textual description of a style from the style image, and to construct a second prompt including instructions to a text-to-image model to create the avatar for the subject(s) in the style based on the textual descriptions; providing the first prompt to the multimodal model and receiving the second prompt; providing the second prompt to the text-to-image model and receiving the avatar; providing the avatar to the client device; and causing the user interface of the client device to display the avatar.

Abstract: The present application provides a liquid crystal display device. The liquid crystal display device includes a first substrate, a second substrate, a liquid crystal layer, an upper polarizer, a color conversion layer and a third substrate. The second substrate is arranged opposite to the first substrate. The liquid crystal layer is arranged between the first substrate and the second substrate. The upper polarizer is arranged on a side of the second substrate away from the first substrate. The color conversion layer is arranged on a side of the upper polarizer away from the second substrate. The third substrate is arranged on a side of the color conversion layer away from the upper polarizer.

Abstract: Disclosed are powerful adhesive tapes, which rapidly coat rough and/or curved surfaces with different surface energies and thereby build up high adhesion. The adhesive joints formed in this way furthermore have good shear strength, even at elevated temperatures. Finally, enduring mechanical loading on the adhesive joints does not lead to the adhesive tape peeling from the surface. This is achieved with an adhesive tape comprising at least one foamed layer and at least one adhesive compound layer, wherein the adhesive compound layer contains at least one poly(meth)acrylate, and the poly(meth)acrylate is cross-linked with at least one covalent and at least one coordinative cross-linker.

Abstract: The embodiments of the present disclosure provide a video processing method and apparatus, and an electronic device. The video processing method includes: acquiring a first video and first information, where the first information is used for generating a second video, and the first information comprises an identifier of an audio and editing information; acquiring the audio in a content delivery network based on the identifier of the audio; and generating the second video based on the first video, the audio, and the editing information.