Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating high-resolution images using self-attention based neural networks. One of the systems includes a neural network configured to generate images, the neural network comprising a sequence of one or more first network blocks followed by a sequence of one or more second network blocks, wherein: each first network block is configured to perform operations comprising: applying a self-attention mechanism over at least a subset of first elements of a first block input to generate an updated first block input; and upsampling the updated first block input to generate a first block output; and each second network block is configured to perform operations comprising: processing a second block input using one or more neural network layers to generate an updated second block input; and upsampling the updated second block input to generate a second block output.

Abstract: A method of operating an analyte device includes: receiving an analyte signal measured from an analyte sensor device having a sensor tail; generating adjusted analyte data based on the analyte signal, the generating the adjusted analyte data including reducing a background signal in the analyte signal in accordance with an offset signal; computing an analyte value based on the adjusted analyte data; and displaying the analyte value on a display device.

Abstract: Provided are systems and methods for performing panoptic segmentation of images and videos using a denoising diffusion model. The panoptic segmentation task is formulated as a conditional discrete data generation problem. This is achieved by learning a generative model for panoptic masks, for example treated as an array of discrete tokens, conditioned on an input image. The generative model can also be applied to video data by including predictions from past frames as an additional conditioning signal. This enables the model to learn to track and segment objects automatically across video frames.

Abstract: A device of regulating a melting speed of an aluminum alloy smelting furnace burner. The device includes: a natural-gas flow-rate regulating assembly, an air flow regulating assembly; a natural gas burner, connected to the natural-gas flow-rate regulating assembly and the air flow regulating assembly and mounted in a melting zone of the melting furnace to melt aluminum alloy into an aluminum liquid; a scum filtration assembly, including a ceramic tube connected to a ceramic filter cylinder, a foam ceramic filter plate being merged in an aluminum liquid thermal-insulation pool; a rangefinder, mounted above the scum filter assembly; a controller for obtaining weights of the aluminum liquid corresponding to two adjacent time points, obtaining the actual melting speed according to a difference in the weights, and regulating the flow rate of the natural gas and the air flow to adjust the actual melting speed to reach a target melting speed.

Abstract: The present disclosure provides a display panel and a display apparatus, the display panel includes: a light-emitting element, a plurality of the light-emitting elements being arranged in an array; a pixel definition layer including a plurality of pixel definition holes arranged in an array, the light-emitting elements being located in the pixel definition holes; an encapsulation layer located on a side of the pixel definition layer and including a first inorganic layer, a light refraction layer and a second inorganic layer in a direction away from the pixel definition layer, the light refraction layer including a plurality of refraction components arranged in an array and a planarization layer, and at least part of light emitted from the light-emitting element being reflected by the refraction component and then emitted from a light-emitting surface of the display panel.

Abstract: Techniques are described with respect to a system, method, and computer program product for visualizing representations of achievements. An associated method includes generating at least one vector associated with a user; identifying an object associated with the user, assigning the at least one vector to a tree data structure based on the identified object; and visualizing the tree data structure within a virtual environment associated with the user.

Abstract: A heat-sealable adhesive composition comprises a polyhydroxyalkanoate and a booster. The polyhydroxyalkanoate is present in an amount of at least 40%. The booster is selected from: an acrylate-based polymer in an amount of 0.5 to 60%; a starch or modified starch in an amount of 0.1 to 30%; a PVOH or EVOH in an amount of 0.1 to 30%; a cellulose derivative in an amount of 0.1 to 10%; silica in an amount of 0.1 to 10%; and combinations thereof. The stated percentages are by weight of the composition on a dry matter basis. The booster improves one or more properties of the polyhydroxyalkanoate, such as the rate at which hot tack ramps up and/or the seal strength of the adhesive. Also provided is packaging including the adhesive composition, as well as methods of using the adhesive composition and the use of a booster in an adhesive composition.

Abstract: A safety system for improving road compatibility of a vehicle includes a monitoring system and an integrated safety domain control unit. The monitoring system includes a vehicle external information monitoring module and a vehicle body posture monitoring module. The integrated safety domain control unit is configured to compute a collision condition between the vehicle and an obstacle based on data acquired by the vehicle external information monitoring module and the vehicle body posture monitoring module, the collision condition including a collision relative speed and a collision overlap rate, and determine, based on the collision relative speed and the collision overlap rate, whether to deploy an external airbag. A determination condition for controlling triggering of deployment of the external airbag includes determining whether the collision relative speed is less than a first speed threshold and/or whether the collision overlap rate is less than a first overlap rate threshold.

Abstract: A method of operating an analyte device includes: receiving an analyte signal measured from an analyte sensor device having a sensor tail; generating adjusted analyte data based on the analyte signal, the generating the adjusted analyte data including reducing a background signal in the analyte signal in accordance with an offset signal; computing an analyte value based on the adjusted analyte data; and displaying the analyte value on a display device.

Abstract: The present disclosure provides polypeptide conjugates comprising GLP-1 receptor agonist and a peptide linker, and liquid pharmaceutical compositions comprising the same. Methods of using such for treating diseases are also provided.

Abstract: Embodiments of the disclosed technologies create a term frequency-inverse document frequency (tf-idf) model of interactions of user accounts with an online system, and, using the tf-idf model, identify a subset of the user accounts as being involved in a malicious use of the online system. The tf-idf model is created by, for a user account, storing a sequence of requests received by the online system from the user account over a time interval as a document, where a request includes a digital communication from the user account to the online system, and generating a feature embedding for the sequence of requests, where the feature embedding is based on a relationship between a frequency of occurrence of a request in the document and a number of documents that include the request.

Abstract: Monoclonal antibodies that bind and inhibit activation of epidermal growth factor receptor related member ErbB3/HER3 are disclosed. The antibodies can be used to treat cell proliferative diseases and disorders, including certain forms of cancer, associated with activation of ErbB3/HER3.

Abstract: A safety system for improving road compatibility of a vehicle includes a monitoring system and an integrated safety domain control unit. The monitoring system includes a vehicle external information monitoring module and a vehicle body posture monitoring module. The integrated safety domain control unit is configured to compute a collision condition between the vehicle and an obstacle based on data acquired by the vehicle external information monitoring module and the vehicle body posture monitoring module, the collision condition including a collision relative speed and a collision overlap rate, and determine, based on the collision relative speed and the collision overlap rate, whether to deploy an external airbag. A determination condition for controlling triggering of deployment of the external airbag includes determining whether the collision relative speed is less than a first speed threshold and/or whether the collision overlap rate is less than a first overlap rate threshold.

Abstract: A liner for a shaped charge having integrated tracers. The liner, when the associated shaped charge is detonated, does not create a plug, carrot, or residue in the created perforation tunnel. The liner includes integrated tracers that, after detonation, are scattered into the perforation tunnel and then begin to flow back in formation fluid flow and are identifiable in the flow.

Abstract: Systems and methods for compressing and querying data for real-time analytics. The system can receive log data and generate an intermediate representation by parsing a log template and variables from the log data into a columnar format. The method includes generating a compressed intermediate representation associated with an index type and storing the compressed intermediate representation in the columnar format based on the index type. The method includes receiving a search query and analyzing the search query to identify a user defined function. The method includes parsing the search query to convert the search query into one or more predicates that satisfy the search query. The method includes filtering the compressed log data based on the one or more predicates and providing a query result.

Abstract: A battery pack includes: a box body which is provided with a liquid inlet port and a liquid outlet port; a top cover which is located at the top of the box body; and a plurality of battery modules which are located in the box body, where the battery module includes a plurality of stacked battery cells, a top plate is arranged at the tops of the plurality of battery cells, end plates are arranged at two opposite sides in a lengthwise direction, flow channel plates are arranged at two opposite sides in a widthwise direction, a heat exchange structure is arranged below, and a sealed space is formed; a plurality of first flow channel grooves are formed in one side close to the battery cells.

Abstract: The disclosure describes clock synchronization in an MRI system by sending a signal containing MR data and training data from an MR wireless coil end.

Abstract: Monoclonal antibodies that bind and inhibit the activity of human GDF15 are disclosed. The antibodies can be used to treat body weight loss, including cachexia, associated with the over-expression of human GDF15.

Abstract: The present disclosure provides polypeptide conjugates comprising GLP-1 receptor agonist and a peptide linker, and liquid pharmaceutical compositions comprising the same. Methods of using such for treating diseases are also provided.

Abstract: The invention belongs to the field of biomedicine technology and discloses the application of Gastrodia elata Blume derived nano-extracellular vesicles in the preparation of drugs for the prevention and/or treatment of subarachnoid hemorrhage (SAH). The Gastrodia elata Blume-derived nano-extracellular vesicles of this invention are obtained from separation of Gastrodia elata Blume by water extraction. The ingredients of this invention are natural, none of toxic side effects and with good biocompatibility and safety. Therefore, this invention has broad application prospects.