Abstract: This document describes techniques and systems that enable face authentication embedding migration and drift-compensation. The techniques and systems include a user device that is updated to include both a current version of firmware and an updated version of the firmware. Then, an indication of a face-authentication attempt is received along with image data associated with a user's face. After successful authentication, using the current version of firmware on the image data, the user device uses the updated version of the firmware on the same image data to generate a new embedding. The new embedding is stored as part of a migration profile for the user. Additional new embeddings are collected over a series of subsequent face-authentication attempts until a complete set of new embeddings is stored for the migration profile. Then, the old profile is deleted and the migration profile becomes the enrollment profile used for face authentication.

Abstract: A wireless device receives one or more broadcast messages indicating a first time offset for starting a random access response (RAR) window and preamble transmission occasions. Each of the preamble transmission occasions is associated with a respective synchronization signal (SS)-physical broadcast channel (PBCH) block of SS-PBCH blocks. The wireless device determines, for a preamble transmission, a preamble transmission occasion of the preamble transmission occasions. The preamble transmission occasion is associated with an SS-PBCH block selected from the SS-PBCH blocks. The wireless device starts the RAR window from a starting time based on the preamble transmission occasion, the first time offset, and a second time offset. The wireless device receives, during the RAR window, an RAR of the preamble transmission.

Abstract: Event-related data based on an image that has been captured is generated. Coverage information relating to imaging range is compared to the event-related data. The cameras that can capture an image of the event, based on a comparing result, are listed so that an operator can select one of the listed cameras.

Abstract: A door system includes a doorframe having opposing vertical jambs, a door pivotably coupled to the doorframe, a threshold extending between the opposing vertical jambs and providing an upper surface that defines a valley, and a dam removably mountable to the threshold at the valley. A valley seal interposes the dam and the threshold at the valley when the dam is mounted to the threshold and thereby generates a sealed interface between the dam and the threshold.

Abstract: A vending machine system for loading and dispensing pre-baked unpackaged food including a fixed cartridge disposed in a refrigerator of a vending machine, and a transport cartridge adapted to removably attach to the fixed cartridge, the transport cartridge operable for holding trays of unpackaged food and loading the trays of unpackaged food from the transport cartridge into the fixed cartridge, wherein, when the transport cartridge is removably attached to the fixed cartridge, a front opening of the transport cartridge aligns with a front opening of the fixed cartridge, and wherein the rack of the transport cartridge aligns with the conveyor system of the fixed cartridge such that trays of unpackaged food within the transport cartridge can simultaneously be transitioned from the rack to the conveyor system.

Abstract: Described herein is a method for creating and utilizing device navigational maps. The device navigational maps are modeled using directed graphs that contain detailed information of all components on the connected devices. An application systematically scans through the entire connected device and builds a detailed data model of the connected device, which is used as the navigational map.

Abstract: This disclosure relates to protecting the security of information in content selection and distribution. In one aspect, a method includes receiving, from a client device and by a first computing system of multi-party computation (MPC) systems, a digital component request including first secret shares of data identifying user groups that include a user of the client device as a member. The first computing system transmits a contextual digital component request to a content platform. The first computing system receives, from the content platform, selection data for multiple digital components. The selection data includes first vector data defining a contextual-based vector of values selected based in part on the set of contextual signals. The first computing system obtains, for each digital component, second vector data defining a user group-based vector of values selected based in part on a respective user group corresponding to the digital component.

Abstract: A thin, freestanding, microporous polyolefin web with good heat resistance and dimensional stability includes an inorganic surface layer. A first preferred embodiment is a microporous polyolefin base membrane in which colloidal inorganic particles are present in its bulk structure. Each of second and third preferred embodiments is a thin, freestanding microporous polyolefin web that has an inorganic surface layer containing no organic hydrogen bonding component for the inorganic particles. The inorganic surface layer of the second embodiment is achieved by hydrogen bonding with use of an inorganic acid, and the inorganic surface layer of the third embodiment is achieved by one or both of hydrogen bonding and chemical reaction of the surface groups on the inorganic particles.

Abstract: A method includes receiving a set of training utterances each including a non-synthetic speech representation of a corresponding utterance, and for each training utterance, generating a corresponding synthetic speech representation by using a voice conversion model. The non-synthetic speech representation and the synthetic speech representation form a corresponding training utterance pair. At each of a plurality of output steps for each training utterance pair, the method also includes generating, for output by a speech recognition model, a first probability distribution over possible non-synthetic speech recognition hypotheses for the non-synthetic speech representation and a second probability distribution over possible synthetic speech recognition hypotheses for the synthetic speech representation.

Abstract: Disclosed is an integrated thermal and electrical system with self-regulating capabilities to provide enhanced cooling capacity and auxiliary power. The system includes two cooling loops, a primary cooling loop whose cooling capacity is fixed and a secondary cooling loop that supplements the primary cooling loop when the cooling capacity of the primary cooling loop is insufficient. The two cooling loops may use a phase change fluid whose vapor pressure is monitored to control the cooling capacity of the secondary cooling loop to respond to fluctuating thermal load. The system includes two types of energy sources such as a photovoltaic system and a power storage. The photovoltaic system may power the secondary cooling loop to control the fluid flow rate or the airflow rate through the secondary cooling loop based on the vapor pressure. The photovoltaic system may charge the power storage when not powering the secondary cooling loop.

Abstract: In an aspect, a system comprising a computing device. The computing device is configured to determine a drag minimization axis of a rotor connected to an aircraft. The rotor includes a first end and a second end. The rotor is configured to rotate about an axis. The computing device is further configured to determine a halting point of the rotor, wherein the halting point includes a drag minimization axis of the rotor. The computing device is configured to send a halting command to at least a magnetic element to halt the rotor, wherein the halting process is configured to stop a movement of the rotor and position the rotor in the halting point. The position of the rotor in the halting point includes the first end pointing in one direction of the drag minimization axis and the second end pointing in an opposite direction of the first end.

Abstract: Systems and methods are provided herein to perform edge computing in 4G and 5G cores based on application usage. Networks identify highly requested content at an access point and may use network data analytics functions to identify which content is popular in the area served by an access point. The highly requested content may be applications, webpages, or similar content. Once the highly requested content has been identified, tunneling to at least one application server to download the highly requested content occurs. The content may then be stored in a dynamically caching server near the access point. The network data analytics operations to identify highly requested content may be performed on a periodic basis, and content that no longer meets a predetermined threshold may be flushed from the dynamically caching server.

Abstract: The disclosure provides a water soluble pouch including at least two sealed compartments, the pouch including outer walls including water soluble film including a water soluble resin, and an inner wall including water soluble film including a water soluble resin, the outer wall films being sealed to the inner wall film, the outer wall films being characterized by: a dissolution time of 300 seconds or less, the water soluble resin of the outer wall films having a viscosity in a range of 14.5 cP to 25 cP, and a pouch strength of at least 200 N, and the inner wall film being characterized by: a dissolution time of 300 seconds or less, the water soluble resin of the inner film having viscosity in a range of 12 cP to 14.5 cP, and a tackiness value of at least 1500 g/s.

Abstract: A device for positioning and inserting a medical needle assembly into a patient. The device includes a base configured to be placed adjacent to a needle insertion site on the patient which includes a plurality of positioning features configured to be used for positioning and aligning the device on the patient. The device includes a needle channel and a needle guidance protrusion disposed on the top of the base. The needle guidance protrusion includes a sloped surface having a first end disposed adjacent to the needle channel and a second end displaced from the first end and is sloped such that the second end is disposed higher than the first end. A needle assembly is configured to be pushed down the sloped surface such that the needle of the needle assembly travels through the needle channel to the needle insertion site.

Abstract: Various embodiments provide a method of increasing immunity to a virus in a subject. The method can comprise: administering to the subject one or more effective doses of an immune-enhancing natural-based composition; thereby stimulating increased expression one or more of IFN-?, IL-1B, IL-6, IL-10, IL-12p40, IL-12p70, and TNF-?; inhibiting replication of the virus inside a cell of the subject, and preventing entry of virus into the cell. The method of increasing immunity can further comprise increasing immunity to an upper respiratory tract viral infection. The upper respiratory tract viral infection can be COVID-19. According to some aspects of the method of increasing immunity, the effective dose of the immune-enhancing natural-based composition comprises: 30-70 mgs of cyanidin-3-glucosides; 40-80 mgs of andrographolides; 75-125 mgs of ascorbic acid; 400-600 mgs of beta glucans; 300-500 mgs of polysaccharides; and 75-125 mgs of a blend of antioxidants.

Abstract: Success rate and usage monitoring for charging vehicles is provided. A charger request is received from a requesting device, the charger request requesting charger recommendations for a vehicle. One or more vehicle attributes are identified from the charger request. The charger recommendations are determined based on charger statistics computed based on charger histories that correspond to the one or more vehicle attributes, the charger histories being descriptive of vehicle charges performed to one or more vehicles by one or more charging stations and further including information descriptive of the one or more vehicles receiving the vehicle charges. The charger recommendations corresponding to the one or more vehicle attributes are sent to the requesting device, responsive to the request.

Abstract: Systems and methods for preventing loss of audio during calls to and from a vehicle. In particular, systems and methods are provided for preventing the loss of audio for calls during an audio bus failure. Vehicles include interior microphones and speakers, which are connected via an audio bus. In some examples, the audio bus also includes other components such as a mixer, a transceiver, one or more cellular modems, an audio input module, and a digital signal processor. Using the audio bus, microphone input is beamformed and mixed and transmitted over a cellular network to a call recipient. Sound received back from the call recipient is received at the audio bus and transmitted to the vehicle via one or more speakers coupled to the audio bus. In some instances, the audio bus can fail, and alternative call procedures can be used to contact a remote advisor or other call recipient.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to decode receipts based on neural graph architecture. An apparatus includes interface circuitry to obtain an image of a document; machine readable instructions; and programmable circuitry to execute the machine readable instructions to at least generate nodes for a feature graph based on features extracted from text boxes, the nodes including polar coordinates indicative of angular positions of the text boxes; pass the feature graph through a graph neural network to generate an adjacency matrix; and identify text lines in the image of the document by clustering the nodes by line based on the adjacency matrix.

Abstract: A cartridge for an aerosol-generating system may comprise a liquid storage portion, which includes a housing holding a liquid aerosol-forming substrate. The housing has a first and a second opening. The cartridge may further comprise a first and a second permeable planar heater assembly, wherein the first permeable planar heater assembly is fixed to the housing and extends across the first opening of the housing, and the second permeable planar heater assembly is fixed to the housing and extends across the second opening of the housing. The first and second permeable planar heater assemblies are arranged opposite each other such that they face each other and form an airflow channel in between.