Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating an output image. In one aspect, one of the methods includes generating the output image intensity value by intensity value according to a generation order of pixel-color channel pairs from the output image, comprising, for each particular generation order position in the generation order: generating a current output image representation of a current output image, processing the current output image representation using a decoder neural network to generate a probability distribution over possible intensity values for the pixel-color channel pair at the particular generation order position, wherein the decoder neural network includes one or more local masked self-attention sub-layers; and selecting an intensity value for the pixel-color channel pair at the particular generation order position using the probability distribution.

Abstract: Disclosed herein are systems and methods for account status monitoring. The method can include receiving user registration information and account information corresponding to a first user account. The account information can include first user credit information. The method can include analyzing, by a machine learning rules engine, the account information and the user registration information to create a user behavior pattern associated with the first user account. The method can further include determining an anomaly in the user behavior pattern indicative of a life event. Based on the life event and the user registration information, the method can determine a second user account and corresponding account information comprising second user credit information. In response, the method can include predicting, by a convolutional neural network, an effect on the second user credit information resulting from the transfer of the first user credit information to the second user account.

Abstract: The system includes an instrument for determining the anatomical, biomechanical, and physiological properties of a body segment that includes one or more force sensitive probes is provided. A human operator actuates one or more force sensitive probes, wherein the force sensitive probes are positioned at the surface of the body segment. The operator pushes on the force sensitive probes with varying force applied on the body segment to measure tissue deflection forces. The instrument may include one or more of gyroscopes, accelerometers, and magnetometers capable of measuring changes in tissue deflection caused by the force sensitive probes relative to a grounded reference frame in 3-D space, wherein the tissue deflection force data and the change in tissue deflection data are used to compute segment tissue viscoelastic properties. The instrument may also be untethered or wireless.

Abstract: Described herein are various methods of securing a computer system. One or more methods include starting a security process after basic functionality on a computer is initiated at startup. The security process performs one or more reviews, such as audits, of the computer to verify that there have not been unauthorized changes to the computer, such as to any settings or executable files.

Abstract: The disclosure generally pertains to systems and methods for providing a vehicle- and drone-based tracking system. In an example method, a tracker system associated with a vehicle may be initiated. At least one parameter associated with a route may be received via the tracker system. A first notification may subsequently be received from a device, and the first notification may be associated with a first location of the device. After a first predetermined period of time since the first notification is received, a second notification may be received from the device. The second notification may be associated with a second location of the device. The tracker system may then determine, based on the second notification, that the second location of the device is within the at least one parameter associated with the route.

Abstract: A coating composition is provided that includes a polymer, which is preferably a polyester polymer. The polyester polymer preferably includes one or more heterocyclic groups that preferably include at least one nitrogen atom and at least one carbonyl group. In one embodiment, the binder polymer is made using ingredients including tris(2-hydroxyethyl) isocyanurate. The coating composition is useful in a variety of packaging coating applications, including as a coating for aluminum monobloc containers.

Abstract: The present invention relates to increasing and/or maintaining nitrogen content in soil by administration of nitrogen sources particles coated with urease inhibitors. In one embodiment, urease inhibitors are dispersed in an improved organo liquid delivery system at concentration levels of 60-95%. In another embodiment, urease inhibitors were applied in a non-aqueous, organo liquid delivery system coating nitrogen sources particles utilizing simple blending equipment at temperatures of 20°-70° C. Another embodiment discloses dry, flowable nitrogen sources coated with a urease inhibitor which can be administered directly to the soil, to a dry natural and/or a manmade fertilizer or to a liquid fertilizer which provides for the reduction of nitrogen loss from the soil. In another embodiment, a composition of urea and <0.2% dimethyl sulfoxide improves the crush resistance of the urea particles.

Abstract: A lamp assembly for a vehicle includes a housing. The lamp assembly also includes an outer lens operably coupled with the housing to define a chamber therebetween. A light source is disposed in a first portion of the chamber and is configured to emit visible light through the outer lens to a region exterior to the vehicle. The lamp assembly further includes a LiDAR module disposed in a second portion of the chamber and facing the outer lens. The LiDAR module is configured to capture distance information based on infrared light reflected from the region exterior. The second portion is vertically spaced from the first portion.

Abstract: A cage for containing a liquid immersible computer hardware component includes a base portion and two elongate portions extending in a depth direction from the base portion. The elongate portions define a socket adjacent to the base portion in the depth direction and between the elongate portions in a lateral direction. The base portion defines a depth extension below the socket in the depth direction and the elongate portions define lateral extensions on either side of the socket. The cage also includes a power adaptor for conveying power from an intake at an outer edge of the cage to the component when the component is received in the socket.

Abstract: An electrical assembly including a converter for connection to an electrical network, the converter including at least one module having at least one switching element and at least one energy storage device, the switching element and the energy storage device arranged to be combinable to provide a voltage source, the electrical assembly including a controller configured to control the switching of the switching element, wherein the electrical assembly includes a sensor configured for measuring a current of the electrical network, wherein the controller and sensor are configured to carry out a characterization of an electrical parameter so that, in use the controller controls the switching of the switching element to modify an electrical parameter of the converter so as to modify the current of the electrical network, the sensor measures a resultant modified current, and the controller processes the measured resultant modified current to characterize the electrical parameter.

Abstract: Methods and apparatus for increasing channel diversity in a MIMO system, e.g. a massive MIMO system, are described. Some selected sounding reference signal values are applied to control base station transmission for antennas, e.g., randomly or semi-randomly selected antennas, to which they do not actually correspond. The wireless terminal perceives this change as a change in channel conditions, which is subsequently reported in channel status information (CSI) to the base station. This results in increased channel diversity, which is beneficial to the base station scheduler.

Abstract: A wireless device receives, via at least one of physical downlink control channel, PDCCH, candidates, at least one repetition of downlink control information scheduling a transport block. The wireless device transmits a feedback of the transport block via an uplink resource starting no earlier than a next symbol after a processing time, where the processing time is based on a PDCCH candidate, among the PDCCH candidates, that has a largest time overlap with the transport block.

Abstract: An additive is disclosed for use with existing hair coloring products that combines multiple hair dye sources and classifications to create a single precise color tone on demand. The additive salvages chemical parts from existing hair coloring products to create a multitude of new hair coloring options. The additive perfects the dye diffusion process using physics, electrochemical technology and chemical screening technology. The resultant additive mixed with an existing hair product solves many of the problems within the hair coloring industry and enhances safety through lower toxicity.

Abstract: A method for sharing read access to a document stored on memory hardware. The method includes receiving a shared read access command from a sharor sharing read access to a sharee for a document stored on memory hardware in communication with the data processing hardware, and receiving a shared read access request from the sharee. The shared read access command includes an encrypted value and a first cryptographic share value based on a write key, a read key, a document identifier, and a sharee identifier. The method also includes multiplying the first and second cryptographic share values to determine a cryptographic read access value. The cryptographic read access value authorizes read access to the sharee for the document. The method also includes storing a read access token for the sharee including the cryptographic read access value and the encrypted value in a user read set of the memory hardware.

Abstract: A database system is operable to determine a set of segments that include a set of rows required to execute at least one query. At least one virtual segment in the set of segments is determined. At least two data portions in a first segment of the at least one virtual segment are identified. A locally rebuilt set of rows for the at least two data portions is generated based on retrieving at least two corresponding data portions of at least one other segment from storage and rebuilding at least two data portions utilizing the retrieved at least two corresponding data portions. Query resultant data is generated based on performing execution of the at least one query by utilizing the locally rebuilt set of rows.

Abstract: The present disclosure relates to, inter alia, a formulation in a package, the formulation comprises one or more active agents and is co-mingled with a whipping agent prior to being filled under pressure into the package. The whipping agent is added in sufficient amounts to be dispersed in the formulation. The pressurized package is under sufficient pressure suitable to maintain the whipping agent dispersed in the formulation; and the pressurized package is under sufficient pressure to expel the formulation as a whipped formulation upon application of external force on the formulation in the package.

Abstract: A system for controlling vehicle ride height include a suspension controller. The suspension controller is coupled to a motion sensor attached to a chassis of a vehicle and additional motion sensors each attached to a suspension member of the vehicle that pivots relative to the chassis. The suspension controller receives motion sensor data from the motion sensors and determines relative angular position of each suspension member as a function of motion sensor data received from the motion sensor attached to the chassis and motion sensor data received from the motion sensor attached to the suspension member. The suspension controller adjusts an air suspension based on the relative angular position. Other embodiments are described and claimed.

Abstract: A downhole tool having a mandrel and a slip. The mandrel has a mandrel body having a proximate end; a distal end; and an outer surface. The slip is a hybrid slip having a slip shell engaged with a slip core. When the slip shell is engaged with the slip core, at least one break point of the slip shell is aligned with a respective break point of the slip core.

Abstract: Methods for non-destructive testing of engineering materials. In one aspect, a method can be used to calculate residual longitudinal and annular welding stresses in welded joints and can be used to assess the quality of pipeline welds according to the criterion of the level of residual stresses and to determine the initial parameters for the pipeline strength calculation. In some aspects, the method enables independent calculation of the longitudinal and hoop residual stresses. Thus, the stresses can be calculated in the seam metal of the pipelines welds, where they reach their maximum values. The method can be used to test a pipeline section using an ultrasonic echo method to measure the propagation time for longitudinal waves and transverse waves polarized along and across the pipe axis. The measurement results define the distinguishing features of the stress state of a welded joint for a specific type of pipe by numerical modeling.

Abstract: A system and method of managing network resources is provided, in which a resource usage threshold for an access node to which a wireless device is connected, wherein the wireless device is configured for communication in both of a first communication mode and a second communication mode is set; a resource usage of the access node in the first communication mode is monitored; the monitored resource usage to the resource usage threshold is compared; and in response to a determination that the resource usage exceeds the resource usage threshold, the wireless device is caused to switch from the first communication mode to the second communication mode.