Abstract: A consumable chip, a consumable cartridge having the same, and a manufacturing method thereof are provided. The consumable chip includes a memory, a substrate, at least one low voltage terminal electrically connected to the memory, at least one high voltage terminal, and at least one detecting terminal. The at least one low voltage terminal, the at least one high voltage terminal, and the at least one detecting terminal are disposed on the substrate, and the at least one high voltage terminal and the at least one detecting terminal are separated from each other. The consumable chip further includes a conductive structure, an end of the conductive structure is electrically connected to the at least one low voltage terminal, and another end of the conductive structure extends between the at least one high voltage terminal and the at least one detecting terminal.

Abstract: An image capture system is configured to align a field of view of the image capture component with a field of view of a user of the system. In some cases, the image capture system may adjust the field of view of the image data based at least in part on orientation and position data associated with the capture device.

Abstract: A 3D display assembly, a display panel thereof and a method of manufacturing display panel. The display panel includes: a back plate, and a plurality of sub-pixel structures and partition structures on the back plate. In a first direction, each of the sub-pixel structures includes one or more first sub-sub-pixel structures and one or more second sub-sub-pixel structures arranged alternately. The first sub-sub-pixel structures have the same luminous color as the one or more second sub-sub-pixel structures. Each of the first sub-sub-pixel structures includes a first anode, and each of the second sub-sub-pixel structures includes a second anode. Second anodes are disposed at a side of the partition structures away from the back plate. Adjacent first anodes are partitioned by a partition structure.

Abstract: One embodiment provides a method for federated learning across a plurality of data parties, comprising assigning each data party with a corresponding namespace in an object store, assigning a shared namespace in the object store, and triggering a round of federated learning by issuing a customized learning request to at least one data party. Each customized learning request issued to a data party triggers the data party to locally train a model based on training data owned by the data party and model parameters stored in the shared namespace, and upload a local model resulting from the local training to a corresponding namespace in the object store the data party is assigned with. The method further comprises retrieving, from the object store, local models uploaded to the object store during the round of federated learning, and aggregating the local models to obtain a shared model.

Abstract: According to an embodiment, a source object presented in a source video is identified. Attribute information of the source object in respective frames of a sequence of source frames in the source video is identified. The attribute information represents an animation effect associated with the source object across the sequence of source frames. The attribute information is provided for use in reproducing the animation effect in a target video.

Abstract: Embodiments of the present disclosure disclose a circuit detection method and a data detection circuit. The circuit detection method comprises: if a current time point reaches a preset detection time period, based on a data storage address of a detected module, reading a data to be detected corresponding to the detected module from a storage area corresponding to the data storage address; using a preset calculation method corresponding to the detected module to perform a calculation on the data to be detected to obtain a first calculation result; based on the first calculation result and a preset calculation result corresponding to the data storage address, determining a fault state of the detected module. The embodiments of the present disclosure can detect the storage circuit in a timely and accurate manner without data verification by adding hardware, thereby saving space occupied by the system and reducing power consumption.

Abstract: This disclosure provides methods of treating cytokine storm syndrome and related diseases, including infectious diseases such as COVID-19. In particular, this disclosure provides a method of treating cytokine storm syndrome (CSS) in a subject in need thereof comprising administering a therapeutically effective amount of a compound selected from the group consisting of pimozide, artemisinin and its derivatives, or a pharmaceutically acceptable salt, or a solvate thereof, to a subject in need thereof.

Abstract: A mid-infrared semiconductor saturable absorber mirror based on InAs/GaSb superlattice comprises a GaSb substrate with an anti-reflection film coated on the lower surface of the GaSb substrate; InAs/GaSb superlattice which has a specific structure and thickness and is arranged on the GaSb substrate; and Bragg reflection film which is arranged on the InAs/GaSb superlattice, wherein Bragg reflection film is composed of multiple pairs of ZnS and YbF3 film layers with a thickness of ¼ wavelength, and the YbF3 film layer is connected with the InAs/GaSb superlattice. The device not only has a mid-infrared working range with a broadband operation bandwidth, but also has the advantages of designable parameters, outstanding robustness, high damage threshold and the like, and sets a foundation for the development of mid-infrared ultrafast mode-locked lasers.

Abstract: A method of processing a speech, an electronic device, and a storage medium, which relate to a field of an artificial intelligence technology, in particular to fields of speech, cloud computing.

Abstract: A heterocyclic compound represented by formula XI, a pharmaceutically acceptable salt, a solvate, or a solvate of a pharmaceutically acceptable salt thereof, use thereof, and a composition containing the same. The compound is novel in structure and has good STAT5 inhibitory activity.

Abstract: A method for removing etchant byproduct from an etch reactor and discharging a substrate from an electrostatic chuck of the etch reactor is provided. One or more layers on a substrate electrostatically secured to an electrostatic chuck within a chamber of the etch reactor is etched using a first plasma, causing an etchant byproduct to be generated. A portion of the one or more layers are covered by a photoresist. After the etching is complete, a second plasma is provided into the chamber for a time period sufficient to trim the photoresist and remove a portion of the etchant byproduct. A second time period sufficient to electrostatically discharge the substrate using the second plasma is determined. Responsive to deactivating one or more chucking electrodes of the electrostatic chuck, the second plasma is provided into the chamber for the second time period and the substrate is removed from the chamber.

Abstract: A method for training an image processing model includes: acquiring a to-be-corrected eye image set matching a usage environment of the image processing model; performing style transfer on to-be-corrected eye images in the to-be-corrected eye image set through a style transfer network in the image processing model, to obtain a target eye image; acquiring a training sample matching the usage environment of the image processing model based on the to-be-corrected eye images and the target eye image, the training sample including object eye images matching different gaze positions; and training a correction network in the image processing model through the training sample matching the usage environment of the image processing model, to obtain a model update parameter matching the correction network, and generating a trained image processing model based on the model update parameter.

Abstract: A mechanism for predicting or recommending how often a subject should undergo a treatment or diagnosis procedure for one or more diseases and/or conditions. Thus, the mechanism recommends a frequency for the treatment or diagnosis procedure. The recommended frequency is responsive to a risk level of the subject, which is derived from at least location information of the subject.

Abstract: In an embodiment, a method is described. The method comprises receiving an indication of at least one risk factor associated with at least one geographical area. The method further comprises determining a risk level for a user along at least one candidate navigation route comprising the at least one geographical area. The risk level is determined based on: the at least one risk factor; and at least one characteristic associated with the user.

Abstract: In the field of artificial intelligence technologies, a gaze correction method and apparatus for a face image, a device, a computer-readable storage medium, and a computer program product are provided. The method includes: acquiring an eye image from a face image; determining an eye movement flow field based on the eye image and a target gaze direction, the target gaze direction being a gaze direction to which an eye gaze in the eye image is to be corrected; adjusting a pixel position in the eye image based on the eye movement flow field, to obtain a corrected eye image; and generating a face image with a corrected gaze based on the corrected eye image.

Abstract: This invention relates to the bioproduction of substituted or unsubstituted phenylacetaldehyde, 2-phenylethanol, phenylacetic acid or phenylethylamine by subjecting a starting material comprising glucose, L-phenylalanine, substituted L-phenylalanine, styrene or substituted styrene to a plurality of enzyme catalyzed chemical transformations in a one-pot reaction system, using recombinant microbial cells overexpressing the enzymes. To produce phenylacetaldehyde from styrene, the cells are modified to overexpress styrene monooxygenase (SMO) and styrene oxide isomerase (SOI). To produce phenylacetic acid from styrene, SMO, SOI and aldehyde dehydrogenase are overexpressed. Alternatively, to produce 2-phenylethanol, SMO, SOI and aldehyde reductase or alcohol dehydrogenase are overexpressed, while to produce phenylethylamine, SMO, SOI and transaminase are overexpressed.

Abstract: Systems, computer-implemented methods, and computer program products that can facilitate detection of an adversarial backdoor attack on a trained model at inference time are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a log component that records predictions and corresponding activation values generated by a trained model based on inference requests. The computer executable components can further comprise an analysis component that employs a model at an inference time to detect a backdoor trigger request based on the predictions and the corresponding activation values. In some embodiments, the log component records the predictions and the corresponding activation values from one or more layers of the trained model.

Abstract: Encoding an extended-reality (XR) video frame may include obtaining an XR video frame comprising a background image and a virtual object; obtaining, from an image renderer, a first region of the background image over which the virtual object is overlaid; dividing the XR video frame into a virtual region and a real region, wherein the virtual region comprises the first region of the background image and the virtual object and the real region comprises a second region of the background image; determining, for the virtual region, a corresponding first quantization parameter based on an initial quantization parameter associated with virtual regions; determining, for the real region, a corresponding second quantization parameter based on an initial quantization parameter associated with real regions; and encoding the virtual region based on the corresponding first quantization parameter and the real region based on the corresponding second quantization parameter.

Abstract: The disclosure provides a speech control method, an electronic device and a storage medium. The method includes: obtaining a speech to be processed; obtaining a speech feature vector by performing feature analysis on the speech to be processed; determining whether the speech to be processed belongs to a target type based on the speech feature vector; and in response to the speech to be processed belonging to the target type, performing wake-up control on a target device based on the speech to be processed.

Abstract: In a method for fabricating a semiconductor device, a stack of alternating insulating layers and sacrificial layers are formed over a substrate. A staircase having a plurality of steps are formed in the stack, where each of the plurality of steps has a tread and a riser and further includes a respective pair of the insulating layer and the sacrificial layer over the insulating layer of the respective step. A dielectric layer is formed along the treads and risers of the plurality of steps. The dielectric layer is doped with one or a combination of carbon, phosphorous, boron, arsenic, and oxygen. The sacrificial layers are further replaced with a conductive material to form word line layers that are arranged between the insulating layers. A plurality of word line contacts are formed to extend from the word line layers of the plurality of steps, and further extend through the dielectric layer.