Abstract: Functionality is described for creating objects that represent respective items provided in a store. The objects can be embedded in various hosts, such as network-accessible pages (e.g., web pages), network-accessible journals (e.g., blogs), messages (e.g., Emails), and so on. Consumers can activate the objects in the hosts to retrieve information associated with the corresponding items. According to one illustrative feature, the functionality provides a general interface for creating objects for different types of items stored in the store, including file items of various kinds (e.g., text files, image files, audio files, spreadsheet files, video files, etc.), list items, folder items, and so on. According to another illustrative feature, the functionality provides an interface for allowing users to customize various aspects of objects.

Abstract: A computer-implemented method for using machine learning to handle data in a computing system with improved efficiency can include obtaining a handling request associated with a data item, the handling request instructing the computing system to perform a handling operation with the data item, obtaining a trace log comprising one or more distributed trace items, the one or more distributed trace items including data from each of one or more services interacting with the data item, providing the trace log to a data characteristic prediction model including one or more machine-learned models, receiving, in response to providing the trace log to the data characteristic prediction model, one or more data characteristic predictions associated with the data item, and selecting a handling operation of a plurality of candidate handling operations based at least in part on the one or more data characteristic predictions.

Abstract: Hot-word free adaptation of one or more function(s) of an automated assistant. Sensor data, from one or more sensor components of an assistant device that provides an automated assistant interface (graphical and/or audible), is processed to determine occurrence and/or confidence metric(s) of various attributes of a user that is proximal to the assistant device. Whether to adapt each of one or more of the function(s) of the automated assistant is based on the occurrence and/or the confidence of one or more of the various attributes. For example, certain processing of at least some of the sensor data can be initiated, such as initiating previously dormant local processing of at least some of the sensor data and/or initiating transmission of at least some of the audio data to remote automated assistant component(s).

Abstract: Techniques are provided for deep neural network (DNN) identification of realistic synthetic images generated using a generative adversarial network (GAN). According to an embodiment, a system is described that 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 first extraction component that extracts a subset of synthetic images classified as non-real like as opposed to real-like, wherein the subset of synthetic images were generated using a GAN model. The computer executable components can further comprise a training component that employs the subset of synthetic images and real images to train a DNN network model to classify synthetic images generated using the GAN model as either real-like or non-real like.

Abstract: The present application describes a system and method for determining a latency between a client device and various servers of a networking system.

Abstract: An actuator includes a first hinge assembly and a second hinge assembly. The actuator has a first dimension and a second dimension, the first dimension extending through the hinge assemblies. An outer skin is connected to the hinge assemblies. The outer skin defines a first actuator side, a second actuator side residing opposite the first actuator side, and a cavity. Shape-memory material (SMM) members are connected to the opposed hinge assemblies. At least one spring member is positioned within the cavity and structured to exert forces on the opposed first and second actuator sides tending to urge the sides away from each other along the second dimension. When an input is provided to the SMM members, the SMM members change their configurations and cause the actuator to morph into an activated configuration in which the first dimension decreases and the second dimension changes inversely to the first dimension.

Abstract: Methods of coating a substrate are provided. In an exemplary embodiment, a coating composition is applied to the substrate with a high transfer efficiency applicator to produce a coating layer, where the high transfer efficiency applicator and the substrate remain spatially separate while the coating composition is applied. A droplet of the coating composition expelled from the high transfer efficiency applicator has a particle size of about 10 microns or greater. The coating composition has a viscosity of from about 1,000 to about 1,000,000 centipoise when the coating composition is subject to a shear rate of about 0.1 reciprocal seconds (s?1). However, the coating composition is non-Newtonian such that a coating composition viscosity decreases when the shear rate is increased to the coating composition. The coating layer is impinged with a gas such that a coating layer surface moves upon impingement with the gas.

Abstract: The ergonomic device accessory supports computer peripherals, such as computer mice and track pads during use, and has two interlocking panel members. The first panel provides a support surface for the peripheral itself while the second panel provides a wrist support surface. The panels pivotally connect to each other and include complementary notches that engage with each other whereby gravity locks the two panels relative to each other, in either a right-handed configuration or a left-handed configuration. When locked, the panels are positioned at optimal angles for ergonomic and comfortable use by the user.

Abstract: Systems and methods for integrating a gaming engine and a smart contract system in a platform are provided. The gaming engine is programmed with a software development environment and an architecture that provides a set of gaming engine services with predefined tools for digital content developers to create a set of game engine generated environments. The smart contract system programmed with smart contract services associated with transactions that are based on electronically verifiable conditions. The integration platform is programmed with an execution framework that is common to the gaming engine and to the smart contract system to integrate the smart contract services with at least one of the gaming engine and the set of game engine generated environments.

Abstract: A method includes obtaining, using a human-machine interface (HMI), a first input corresponding to a selection of an image of a workpiece stored in a relational database and one or more workpiece parameters, where the one or more workpiece parameters include sequence information, workpiece option information, operator instruction information, or a combination thereof. The method includes obtaining, using the HMI, a second input corresponding to a selection of one or more fixture indicators and one or more fixture indicator parameters. The method includes superimposing, using the HMI, the one or more fixture indicators on the image of the workpiece based on the second input to generate a workpiece instruction image and generating an object from among a plurality of objects stored in the relational database based on a predefined class associated with the plurality of workpieces, the first input, and the workpiece instruction image.

Abstract: A method includes defining a sensor layout of a digital twin based on one or more sensor parameters and one or more routing control locations of the digital twin. The method includes simulating a manufacturing routine of a plurality of pallets and a plurality of workstations based on one or more pallet parameters associated with the plurality of pallets and one or more workstation parameters associated with the plurality of workstations and calculating, for each routing control location from among the one or more routing control locations, a transient production value and a steady state production value based on the manufacturing routine. The method includes iteratively adjusting the sensor layout of the digital twin until each transient production value is less than or equal to a threshold transient production value and each steady state production value is less than or equal to a threshold steady state production value.

Abstract: Systems and methods are provided for determining an autonomous vehicle destination based on an image. In particular, systems and methods are provided for receiving an input image and determining a user’s pick-up location, drop-off location, and/or stop location based on the image-based input. In various implementations, the systems and methods disclosed herein eliminate the need for a user to explicitly input an address to hail a ride.

Abstract: A wireless device may receive downlink control information (DCI) having a first field indicating one or more of the cells configured with periodic resources, and a second field for a second cell of the cells. The DCI may indicate activation or release of the periodic resources for a first cell, of the cells, based on the first field, and activation or release of the periodic resources for the second cell based on the first field and the second field.

Abstract: The invention relates to a Canola hybrid variety designated 8CN0010, essentially derived variants of that Canola hybrid variety, to the cells, seeds, plants, and plant parts of this Canola hybrid variety 8CN0010. The invention also relates to methods for producing a canola plant containing in its genetic material one or more traits introgressed into 8CN0010 through backcross conversion and/or transformation, and to the Canola seed, plant and plant part produced thereby. The invention also relates to uses of 8CN0010.

Abstract: A rotary cutting tool including an elongated housing having a proximal end and a distal end, the elongated housing extends circumferentially around a first axis. A drive shaft disposed within the elongated housing and extending between the proximal end and the distal end and rotatable about the first axis. A cutting bit housing coupled to the distal end of the elongated housing and rotatable relative to the drive shaft about an articulation axis between a non-articulated position and one or more articulated positions. A rotary cutting bit coupled to the cutting bit housing and the drive shaft and rotatable about the articulation axis with the cutting bit housing, the rotary cutting bit and drive shaft forming a constant velocity joint.

Abstract: An insulated metal panel (IMP) assembly system includes a panel assembly table and a boom IMP attachment. The panel assembly table allows for assembly of a panel module at ground level. The boom IMP attachment features a quick-coupler couplable to the boom of a telehandler, a swivel coupler column, one or more tilt linear actuators configured to tilt the orientation of a panel module, and one or more hydraulic rotation linear actuators configured to rotate the orientation of the panel module. The boom IMP attachment also includes a jib frame, a plurality of jib arms spanning outwards from the jib frame, and one or more clamp header rails having a plurality of clamp assemblies, each configured to grip a frame member of the panel frame of the panel module. The boom IMP attachment may hoist, tilt, and rotate the panel module.

Abstract: A system for generating an alimentary plan is disclosed. The system comprises a computing device which is configured to receive an input that includes physiological data related to a skin sample. Computing device is configured to extract a plurality of biological indicators related to disease state from the physiological data. Computing device is configured to determine a biological indicator score for each biological score for each biological indicator of the plurality of biological indicators. Computing device is configured to generate a skin disorder classifier by receiving skin disorder training data. The computing device is configured to classify, using the skin disorder classifier, the at least one biological indicator and the biological indicator score to a positive result for a skin disorder. Computing device is configured to generate an alimentary plan as a function of the positive result. A method for generating an alimentary plan is also disclosed.

Abstract: A fluid flow control device include a valve body including an inlet, an outlet, and a passageway extending between the inlet and the outlet. A valve trim is at least partially disposed in the passageway of the valve body. The valve trim includes a restrictor having a wall and a plurality of passages extending through the wall. A diffuser is coupled to the restrictor and including a porous body. The porous body is adjacent to the plurality of passages of the restrictor.

Abstract: Aspects of the subject disclosure may include, for example, a device, including a processing system including a processor; and a memory that stores executable instructions that, when executed by the processing system, facilitate performance of operations of determining network capacity to provide an enhanced experience to user equipment running an application; determining whether the user equipment features can provide the enhanced experience, wherein the determination is based in part on capability, location and subscription status; and responsive to a determination of adequate network capacity and adequate user equipment features, offering the enhanced experience through the application. Other embodiments are disclosed.

Abstract: Methods and circuits for reducing power dissipation in wireless transceivers and other electronic circuits and systems. Embodiments of the present invention use bias current reduction, impedance scaling, and gain changes either separately or in combination to reduce power dissipation. For example, bias currents are reduced in response to a need for reduced signal handling capability, impedances are scaled thus reducing required drive and other bias currents in response to a strong received signal, or gain is increased and impedances are scaled in response to a low received signal in the presence of no or weak interfering signals.