Abstract: Described herein is an identity network for validating the digital identity of a user based on identity provider validation for relying parties. The identity network may receive a request to validate a user that includes attributes of the user and a device identifier of the device the user is using to access the relying party. The identity network may identify an identity provider for the user based on the device identifier or attributes of the user. The identity network may launch the identity provider application through the relying party application integration of a software development kit. Upon launch, the user may authenticate himself through the identity provider, and the identity provider may provide a second set of attributes of the user to compare with the user provided attributes. The identity network can provide a confidence score to the relying party based on the comparison of the user attribute values.

Abstract: An application for dynamic, granular access permissions can include a database interface, a user interface, a login process, an administrator, an event handler and an authorization process. The database interface can be an interface to an access control permissions database that stores roles, actions, or policies for users of the application. The login process can authenticate a user and determine a default set of access control permissions for that user when they are using the user interface. The administrator can provide access control permissions for a user by using the database interface. The event handler can dynamically modify access to functionality in the user interface based on an event. The authorization process can determine whether a request from the user interface is authorized before process the request. The authorization process can use access control permissions from the administrator and either a scope limited or a temporally limited access permission.

Abstract: Existing research on cross-lingual retrieval cannot take good advantage of large-scale pretrained language models, such as multilingual BERT and XLM. The absence of cross-lingual passage-level relevance data for finetuning and the lack of query-document style pretraining are some of the key factors of this issue. Accordingly, embodiments of two novel retrieval-oriented pretraining tasks are presented herein to further pretrain cross-lingual language models for downstream retrieval tasks, such as cross-lingual ad-hoc retrieval (CUR) and cross-lingual question answering (CLQA). In one or more embodiments, distant supervision data was constructed from multilingual texts using section alignment to support retrieval-oriented language model pretraining. In one or more embodiments, directly finetuning language models on part of an evaluation collection was performed by making Transformers capable of accepting longer sequences.

Abstract: A vehicle includes an electrical powertrain, a heater, at least one cooling loop, and a controller. The heater is configured to heat a vehicle cabin. The at least one cooling loop is configured to transport waste heat from at least one subcomponent of the electrical powertrain to the vehicle cabin. The controller is programmed to, in response to a command to heat the vehicle cabin and a command to operate in an economy mode, shut down the heater and operate the at least one cooling loop to transport the waste heat to the vehicle cabin. The controller is further programmed to, in response to the command to heat the vehicle cabin and an absence of the command to operate in the economy mode, operate the heater to heat the vehicle cabin.

Abstract: A vehicle includes a dash. A first seat and a second seat are spaced from the dash. A console is adjacent to the dash with the console being movable from a stowed position disposed in the dash to a deployed position extending from the dash between the first seat and the second seat. An airbag is supported by the console with the airbag being inflatable to an inflated position when the console is in the deployed position.

Abstract: This invention pertains to compositions, methods and systems that can be used in chemical mechanical planarization (CMP) of a tungsten containing semiconductor device. CMP slurries comprising bicyclic amidine additives provide low dishing and low erosion topography.

Abstract: Prescreened electronic programs or products that are automatically determined for a specific potential entity based on characteristics and/or geographic location, then can be automatically ranked based on calculated expected values of respective programs or products. The ranked programs or products are digitally/electronically presented in an interactive graphical user interface to the specific entity for digital selection and application.

Abstract: Systems and methods for age verification are disclosed. According to one disclosed embodiment, a system includes: a scanner configured to scan a passive data source on an identification card; and a processor coupled to the scanner, the processor configured to: receive a scanner signal from the scanner; verify an age of a user based on the scanner signal; and transmit verification information to a point of sale device, the point of sale device configured to authorize a sale of age-restricted material based on the verification information. According to another disclosed embodiment, a system includes: a scanner configured to scan a passive data source on an identification card; and a processor coupled to the scanner, the processor configured to: receive a scanner signal from the scanner; verify an age of a user based on the scanner signal; and transmit a verification signal to an age-restricted device.

Abstract: A kit and method for intrauterine insemination is provided. The steps of the method include self-monitoring of a menstrual cycle of a patient by said patient, making an abrasion on the endometrial lining of a uterus of the patient following menstruation by the patient, predicting timing of ovulation by using an ovulation monitoring system or inducing ovulation; preparing sperm for insemination during ovulation by the patient, guiding an intrauterine insemination catheter accompanied by a cervical shield into the patient, depositing a semen sample into the uterine cavity or cervical canal, removing the catheter from the body of the patient while using a holding tool to hold the cervical shield in place at the entrance to the uterine cavity, and leaving the cervical shield in place for a predetermined time period.

Abstract: Techniques are described for an in-ear audio system that delivers high quality sound into an ear canal of the user using two or more waveguides. Each of the waveguides may deliver sound output by individual drivers to a consolidation zone. The sound may be mixed at the consolidation zone and delivered to the ear canal of the user.

Abstract: An exemplary an access control device generally includes a keypad assembly, an antenna, and a controller. The keypad assembly includes a capacitive touch keypad matrix, and the antenna is substantially coplanar with the capacitive touch keypad matrix. The controller is connected with each of the keypad assembly and the antenna such that the controller is operable to receive access codes via each of the keypad assembly and the antenna.

Abstract: A liquid lens includes a transparent substrate, a multilayer polyurethane-based membrane overlying the transparent substrate, and a liquid layer disposed between and abutting the transparent substrate and the multilayer polyurethane-based membrane. The multilayer polyurethane-based membrane, which may include thermoplastic and/or thermoset polymer layers, may be formed by slot die coating or gravure coating one or more constituent layers and may exhibit a reversible elastic response to imposed strains of up to approximately 5% while limiting the transpiration of fluid therethrough to less than approximately 10?2 g/m2/day.

Abstract: An autonomous vehicle receives geographic location data defined via a mobile computing device operated by a user. The geographic location data is indicative of a device position of the mobile computing device. The autonomous vehicle also receives image data generated by the mobile computing device. The image data is indicative of a surrounding position nearby the device position. The surrounding position is selected from an image captured by a camera of the mobile computing device. A requested vehicle position (e.g., a pick-up or drop-off location) is set for a trip of the user in the autonomous vehicle based on the geographic location data and the image data. A route from a current vehicle position of the autonomous vehicle to the requested vehicle position for the trip of the user in the autonomous vehicle is generated. Moreover, the autonomous vehicle can follow the route to the requested vehicle position.

Abstract: Systems, devices, and methods are directed to automated preparation of food or consumable items, such as for preparation of fried foods. An example cooking apparatus may include processing devices for the consumable items. In some examples, a robot arm is provided that extends from a moveable base. Locators may define a relative position of the moveable base relative to processing device(s) of the cooking apparatus, such that the robot arm is configured to determine robot arm movements to move the consumable items to and from the processing device(s). In some examples, one or more zones may be used to detect movement near a robot arm, with one or more restrictions being placed upon robot arm and/or base movement in response. In some examples, a cooking apparatus provides automated transport of food ingredients for preparation of food or other consumable items.

Abstract: Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform functions comprising: generating one or more feature vectors for a user, the one or more feature vectors at least comprising transaction-based features and slot-based features; generating, using a machine learning architecture, a repurchase prediction for the user based, at least in part, on the one or more feature vectors; generating, using the machine learning architecture, a time slot prediction for the user based, at least in part, on the one or more feature vectors, the time slot prediction predicting a time slot desired by the user for an upcoming transaction; and executing a reservation function that facilitates reserving of the time slot for the user. Other embodiments are disclosed herein.

Abstract: The inventive subject matter is directed to a computing platform configured to execute one or more automated artificial intelligence models, wherein the one or more automated artificial intelligence models includes a neural network model, wherein the one or more automated artificial intelligence models are trained on a plurality of radiographic images from a data layer to detect a plurality of anatomical structures or a plurality of hardware, wherein at least one anatomical structure is a pelvic teardrop and a symphysis pubis joint; detecting at a plurality of anatomical structures in a radiographic image of a subject, wherein the plurality of anatomical structures are detected by the computing platform by the step of classifying the radiographic image with reference to a subject good side radiographic image; and constructing a graphical representation of data, wherein the graphical representation is a subject specific functional pelvis grid; the subject specific functional pelvis grid generated based upon th

Abstract: Drivetrain systems and methods are provided. In one example, the drivetrain system includes an interaxle differential (IAD) configured to receive power from a prime mover, a motor configured to drive a planetary gearset, and a ball ramp actuator configured to selectively engage a plurality of plates in a clutch pack of a friction clutch in response to receiving rotational input from the planetary gearset. In an engaged configuration, the friction clutch prevents speed differentiation between a first IAD output and a second IAD output.

Abstract: A system for treating atrial dysfunction, including heart failure and/or atrial fibrillation, that includes one or more pressurizing elements and control circuitry. The one or more pressurizing elements can comprise one or more balloons and can be configured to be positioned in the left atrium, and optionally the pulmonary artery, of a patient's heart. The one or more pressurizing elements can be coupled to one or more positioning structures that can be configured to position the one or more pressurizing elements in the left atrium, and optionally the pulmonary artery. The control circuitry can be configured to operate the one or more pressurizing elements to decrease or increase pressure and/or volume in the left atrium, and optionally the pulmonary artery, in accordance with different phases of the cardiac cycle.

Abstract: A method includes receiving video data of a user, the video data comprising a first captured image and a second captured image, generating a two-dimensional planar proxy of the user, determining a pose comprising a location and orientation of the two-dimensional planar proxy within a three-dimensional virtual environment, rendering one or more display images for one or more displays of an artificial-reality device based on the two-dimensional planar proxy having the determined pose and at least one of the first and second captured images, displaying the rendered one or more display images using the one or more displays, respectively, determining that a viewing angle of the artificial-reality device relative to the two-dimensional planar proxy exceeds a predetermined maximum threshold, and based on the determination that the viewing angle exceeds the predetermined maximum threshold, ceasing to display the one or more display images.

Abstract: A method for soil data interpolation includes collecting first and second agricultural field point data values corresponding to a variable grid and generating interpolated point data values by analyzing the first and second agricultural field point data values. A computing system includes a processor and a memory storing instructions that, when executed by the processor, cause the computing system to collect first and second agricultural field point data values corresponding to a variable grid and generate interpolated point data values by analyzing the first and second agricultural field point data values. A non-transitory computer readable medium includes program instructions that when executed, cause a computer to collect first and second agricultural field point data values corresponding to a variable grid and generate interpolated point data values by analyzing the first and second agricultural field point data values.