Abstract: Apparatus and method of managing genomic sequencing data. In an embodiment, a data management controller is communicatively coupled to an external data repository over a communication network. The data management controller is configured to detect a first event triggering initial analysis on raw sequence data encoded in a standard file format and stored in the external data repository. The data management controller is configured to launch one or more analysis tools to perform the initial analysis on the raw sequence data stored in the external data repository, and to output initial analysis results. The data management controller is configured to determine whether the initial analysis results pass quality control, and control electronic storage of the raw sequence data when the initial analysis results pass quality control by storing the raw sequence data in archive storage, and deleting the raw sequence data from the external data repository.

Abstract: A touch substrate, a display apparatus and a display system are provided. By rearranging and distributing transistors in each shift register, the number of transistors in a lateral direction is less than that of transistors in a longitudinal direction. That is a circuit structure of the shift register is designed to extend longitudinally, so that a size of the shift register in the lateral direction can be reduced, a narrow frame design is realized, and seamless splicing is favorably realized in a large-sized display panel.

Abstract: Methods, systems, and storage media are described for motion estimation in video frame interpolation. Disclosed embodiments use feature pyramids as image representations for motion estimation and seamlessly integrates them into a deep neural network for frame interpolation. A feature pyramid is extracted for each of two input frames. These feature pyramids are wrapped together with the input frames to the target temporal position according to the inter-frame motion estimated via optical flow. A frame synthesis network is used to predict interpolation results from the pre-warped feature pyramids and input frames. The feature pyramid extractor and the frame synthesis network are jointly trained for the task of frame interpolation. An extensive quantitative and qualitative evaluation demonstrates that the described embodiments utilizing feature pyramids enables robust, high-quality video frame interpolation. Other embodiments may be described and/or claimed.

Abstract: A semiconductor device includes a substrate, a channel layer, a source/drain region and a gate structure. The channel layer is located on the substrate, in which the channel layer includes silicon germanium. The source/drain region is adjacent to the channel layer. The gate structure is located on the channel layer, in which the gate structure includes a dielectric layer and a work function metal layer. The dielectric layer is located on the channel layer. The work function metal layer is located on the dielectric layer.

Abstract: The present disclosure relates to a bathtub functional pad including a main body that can be bent and deformed. A baffle is arranged in a middle of an upper surface of the main body, a bottom of the baffle connected to the main body, a top of the baffle extending upwardly along a direction away from the main body, and at least one receiving bag with a mouth arranged on the main body. The functional pad can be used in conjunction with a bathtub, and the at least one receiving bag can configured to place such as toys and toiletries, so as to be conveniently taken. The baffle can effectively prevent water from splashing out of the bathtub to reduce risks of parents' clothes getting wet.

Abstract: Examples described herein relate to partitioning of processor sockets. A first processor socket includes first communication circuitry associated with a first partition identifier and a second processor socket includes a second communication circuitry associated with a second partition identifier. In some examples, based on a boot operation associated with the first processor socket: the first communication circuitry is to permit communication with the second communication circuitry based on a first partition identifier matching the second partition identifier and the first communication circuitry is to disable communication with the second communication circuitry based on the first partition identifier not matching the second partition identifier.

Abstract: A method, apparatus, non-transitory computer readable medium, and system for generating synthetic videos includes obtaining an input prompt describing a video scene. The embodiments then generate a plurality of frame-wise token embeddings corresponding to a sequence of video frames, respectively, based on the input prompt. Subsequently, embodiments generate, using a video generation model, a synthesized video depicting the video scene. The synthesized includes a plurality of images corresponding to the sequence of video frames.

Abstract: A mattress frame includes a mattress frame body, a first frame movably disposed on a front side of the mattress frame body; a second frame movably disposed on a rear side of the mattress frame body; at least one connecting member is disposed between the first frame and the second frame; when the mattress frame body is in the unfolded configuration, the first frame, the second frame and the at least two connecting members are extended. When the mattress frame body is in the folded configuration, at least one of the first frame, the second frame and the at least two connecting members are adjusted so that the area of an orthographic projection of the mattress frame body on a horizontal plane is smaller than the area of an orthographic projection of the mattress frame body on a horizontal plane in the unfolded configuration.

Abstract: A method, apparatus, non-transitory computer readable medium, apparatus, and system for video generation include first obtaining a training set including a training video. Then, embodiments initialize a video generation model, sample a subnet architecture from an architecture search space, and a identify a subset of the weights of the video generation model based on the sampled subnet architecture. Subsequently, embodiments train, based on the training video, a subnet of the video generation model to generate synthetic video data. The subnet includes a subset of the weights of the video generation model.

Abstract: In one embodiment, an emergency vehicle detection system can be provided in the ADV travelling on a road to detect the presence of an emergency vehicle in a surrounding environment of the ADV using both audio data and visual data. The emergency vehicle detection system can use a trained neutral network to independently generate a detection result from the audio data, and use another trained network to independently generate another detection result from the visual data. The emergency vehicle detection system can fuse the two detection results to determine the position and moving direction of the emergency vehicle. The ADV can take appropriate actions in response to the position and moving direction of the emergency vehicle.

Abstract: A flat panel detector and a method performed by the flat panel detector are provided. A plurality of pixel units are arranged in an array, each pixel unit includes pixels arranged in a K×K sub-array, and each pixel is configured to provide a photoelectric signal. K is an odd number greater than 1. A gate driving circuit is configured to turn on the pixel units row by row under, so as to cause K rows of pixels in each turned-on pixel unit to generate photoelectric signals. A readout circuit is configured to read photoelectric signals from K columns of pixels in each column of pixel units, and generate image data for each pixel unit according to the photoelectric signals. A control circuit is connected to the gate driving circuit and the readout circuit.

Abstract: Techniques for quality of service (QoS) support for input/output devices and other agents are described. In embodiments, a processing device includes execution circuitry to execute a plurality of software threads; hardware to control monitoring or allocating, among the plurality of software threads, one or more shared resources; and configuration storage to enable the monitoring or allocating of the one or more shared resources among the plurality of software threads and one or more channels through which one or more devices are to be connected to the one or more shared resources.

Abstract: The present application provides a day-ahead scheduling method and apparatus for a power system, an electronic device, and a storage medium, where the method includes: obtaining power system prediction parameters in a to-be-scheduled time period, where the power system prediction parameters include thermal power unit parameters, renewable energy station parameters, load parameters, energy storage station (ESS) parameters, node parameters, a transmission line parameter and other power gird parameters; constructing a day-ahead scheduling optimization model and generating multiple renewable energy power scenarios based on the power system prediction parameters; solving the day-ahead scheduling optimization model to obtain day-ahead scheduling results; verifying the day-ahead scheduling results based on the power system prediction parameters and the multiple renewable energy power scenarios; and in case that the verifying the day-ahead scheduling results successes, outputting the day-ahead scheduling results.

Abstract: A data transmission method and a device are provided. When determining that the first network element and the second network element is disconnected, the first network element stores identification information of the last frame of data and connection status information that are transmitted before the connection is disconnected. When determining a condition for re-communication is meet, the first network element generates a third key based on a first key and a second key, where the first key is a key used to transmit the last frame of data, and the second key includes a key used by the first network element and the second network element to transmit each of j frames of data before the last frame of data. The first network element communicates with the second network element based on the third key, identification information of an ith frame of data, and the connection status information.