Abstract: In various examples, occupant assessment using multi-modal sensor fusion for monitoring systems and applications are provided. In some embodiments, an occupant monitoring system comprises an occupant evaluation function that may predict at least one characteristic representative of a size of the occupant. The occupant evaluation function may include a first processing path that generates a representation of features corresponding to the occupant based on optical image data, and a second processing path that performs operations to determine a depth corresponding to the one or more features based on depth data derived from the optical image data and the point cloud depth data. In some embodiments, a three-dimensional pose detection model generates a three-dimensional pose estimate of the occupant using the optical image data, and the three-dimensional pose estimate is scaled to an absolute pose based on the point cloud depth data.

Abstract: In various examples, systems and methods for pose detection model training for predicting three-dimensional pose estimates using two-dimensional image data are provided. The occupant pose detection model may be trained using multi-view image sensor training data that includes image frames that capture a pose of a training subject within a machine interior using multiple synchronized optical image sensors placed around the machine interior that produce a set of captured image frames of the training subject from different viewpoints. Based on the multi-view image sensor training data, the occupant pose detection model may generate a set of individual, predicted 3D pose estimates for the training subject from a captured image frame from each of the respective optical image sensors. To adjust the occupant pose detection model during training, a loss feedback may be generated that comprises a pose alignment loss, a pose depth loss, and/or a ground truth kinematic loss.

Abstract: Novel Halogenated Benzylidine derivatives are provided which exhibit activity for the treatment of immunological diseases and inflammation.

Abstract: An exemplary ring lock generally includes a housing, a shackle, a lock cylinder, and a first frangible component. The shackle is movable relative to the housing between an open position and a closed position. The lock cylinder is operable to maintain the shackle in the closed position, and is selectively operable to permit movement of the shackle from the closed position to the open position. The first frangible component is configured to break in response to application of a first threshold torque to the lock cylinder. With the first frangible component broken, the lock cylinder is prevented from permitting movement of the shackle from the closed position to the open position.

Abstract: Para-acyl substituted diazacyclohexenes, medical formulations thereof and methods for making and using the same.

Abstract: This disclosure provides a method of configuring a first access point in a wireless telecommunications network, the first access point being one of a first plurality of access points, the method including obtaining time-series performance data for each access point of the first plurality of access points; determining a similarity value between the time-series performance data of each access point of the first plurality of access points and the time-series performance data of each other access point of the first plurality of access points using a dynamic time warping technique; based on the similarity values, identifying a first plurality of clusters of the first plurality of access points, the first access point being a member of a first cluster of the first plurality of clusters; identifying a configuration for the first access point based on its association with the first cluster; and causing the identified configuration of the first access point.

Abstract: Methods for treating or reducing viral infection in a human subject, comprising administering to the subject a pharmaceutical composition comprising a protease inhibitor are described.

Abstract: A method for processing security events by applying a rule-based alarm scheme may be provided. The method includes generating a rule index of rules and an indicator of compromise index for each of the rules. The method includes also processing the incoming security event by applying the rules, increasing a current rule counter relating to a triggered rule, and increasing a current indicator of compromise counter pertaining to the triggered rule. Furthermore, the method includes generating a pseudo security event from received data about known attacks and related indicators of compromise, processing the pseudo security events by sequentially applying the rules, increasing a current rule counter of pseudo security events, and increasing a current indicator of compromise counter for pseudo security events, and sorting the rules and sorting within each rule the indicator of compromise values in the indicator of compromise index.

Abstract: A communications system for a restaurant includes multiple field communications units, a portable communications device, and processing circuitry. The field communications units include a speaker and a microphone. The portable communications device is transportable by an order taker of the restaurant. The processing circuitry obtains a user input to transition the portable communications device between multiple different channels. The multiple different channels correspond to one of the multiple field communications units. The processing circuitry transitions the portable communications device to one of the multiple different channels according to the user input. The processing circuitry facilitates end-to-end bi-directional audio communication between the order taker and a customer by operating the portable communications device and the one of the multiple field communications units to exchange audio data over the one of the multiple different channels.

Abstract: The present disclosure relates to determining a first illumination level corresponding to an area based at least on a first illumination detection obtained using a first illumination detector corresponding to a machine. A second illumination level corresponding to the area may be determined based at least on a second illumination detection obtained using a second illumination detector corresponding to the machine. Based at least on the first illumination level and the second illumination level, a scene illumination state of the area may be determined. Based at least on the scene illumination state, one or more lights of the machine may be controlled.

Abstract: A system and method for generating, triggering and playing a sequence of audio files with cues for delivering a presentation for a presenter using a personal audio device coupled to a computing device. The system comprising the comprising a computer device that is coupled to a presentation data analysis server through a network. The method includes (i) generating a sequence of audio files with cues for delivering a presentation, (ii) triggering playing an audio file from the sequence of audio files, and (iii) playing the sequence of audio files one by one, on the computing device, using the personal audio device coupled to a computing device to enable the presenter to recall and speak the content based on the sequence of the audio files.

Abstract: Likely outcomes of a treatment of an adolescent patient who has major depressive disorder (“MDD”) using machine learning. Symptoms reported at one or two points in time are input to a suitably trained machine learning model, generating output that indicate a prediction of the most likely outcome of a particular treatment at a third point in time, a future severity of symptoms, or another clinical course of action. The treatment outcome can include the likelihood of remission, response to drug, selection of the drug most likely to give positive outcomes, and so on. The machine learning model can implement a probabilistic graphical model, as an example.

Abstract: Systems and methods obtain a prepackaged file including third-party digital certificates stored to a cloud object storage location and communicatively connect a channel, configured to read data from the prepackaged file, to the cloud object storage location to facilitate generating a plurality of digital certificates. Further, the plurality of digital certificates are generated and each generated certificate of the plurality of generated certificates corresponds to a respective third-party certificate of the third-party digital certificates stored to the cloud object storage location and one or more authentication processes to access the prepackaged file and to facilitate storing the plurality of generated digital certificates is performed via the channel. The plurality of generated digital certificates are stored to at least one file location to facilitate future authentication.

Abstract: For example, a wireless communication device may be configured to, based on a grouping criterion, select from a plurality of STAs a group of two or more STAs for a Trigger-Based (TB) Multi-User (MU) UL OFDMA control frame transmission to be communicated from the group of two or more STAs to the wireless communication device, the grouping criterion based on two or more RSSI values corresponding to the two or more STAs, respectively; to transmit a trigger frame to trigger the TB MU UL OFDMA control frame transmission, the trigger frame including two or more STA Identifiers to identify the two or more STAs, respectively; and to process the TB MU UL OFDMA control frame transmission from the group of two or more STAs, the TB MU UL OFDMA control frame transmission including two or more control frames from the two or more STAs, respectively.

Abstract: A system for managing an access to an asset is provided. A digital key to the asset is generated and synchronized between a first user device of a first user and an access control device that controls the access to the asset. A key-sharing request is initiated by the first user device to grant a second user the access to the asset. Based on the key-sharing request, an application server communicates the digital key to a second user device of the second user. When the second user device is within a detection range of the access control device, the access control device receives the digital key from the second user device, validates the digital key, and grants the second user the access to the asset for an access duration defined in the key-sharing request.

Abstract: A quick release system for an interior apparatus is disclosed. The system may include a release assembly including a release handle and release cables. The release handle may pull the release cables when a force is applied. The system may include a latch assembly including latches coupled to the release cables. The latches may include a latch hook positioned in an open position or a closed position. Upon applying the force to the release handle, the latch hook may release the apparatus to cause the apparatus to rotate about an axis. The system may include a locking assembly including a lever and a lock plate. Upon applying the force to the release handle, the lock plate may translate between the locked position and the unlocked position to disengage the lock plate from the tracks to cause the apparatus to translate along the tracks.

Abstract: A computer-implemented method for managing access rights to a knowledge graph is provided. The method comprises splitting, for each user system, its respective portion of the knowledge graph into a plurality of knowledge subgraphs, encrypting each of the knowledge subgraphs, and generating a plurality of private summary graphs. The method also comprises maintaining a collaboration graph comprising one vertex per user system and edges representing collaborations between the users, mapping all private subgraphs of all user systems to one public summary graph, each vertex of the public summary graph comprises less data than the related vertex of the related private summary graphs and wherein none of the vertices of the summary graph comprises any encryption or decryption key, and granting access to a selected knowledge subgraph from a first user system to a second user system.

Abstract: An exemplary security apparatus generally includes a tether, a head, and a body. The head is secured to the tether, and generally includes a plug including a latch and an actuator at least selectively operable to move the latch from a latching position to an unlatching position. The body is secured to the tether, and includes a port operable to receive the plug. With the plug received in the port, the latch prevents separation of the head and the body when the latch is in the latching position, and does not prevent separation of the head and the body when the latch is in the unlatching position.

Abstract: A method, a computer-readable medium, and an apparatus are provided. The apparatus communicates with a second apparatus, including transmitting or receiving a first transmission. The apparatus receives information about the second UE from a sensor at the first UE and/or from a BSM. The apparatus determines whether the first apparatus and the second apparatus are in a LOS condition based on a correlation of the information with one or more of a channel estimation, PMI feedback, or RI feedback. The apparatus may adapt a transmission parameter for a second transmission based on a predicted location of the first apparatus or the second apparatus. The transmission parameter may include at least one of a modulation, a code rate, a DMRS density, a precoder, a CSI-RS transmission periodicity or a feedback rate.

Abstract: Partitioning data across shared permissioned database storage for multiparty data reconciliation. A system includes an execution platform comprising a plurality of processing nodes and a shared permissioned ledger comprising a plurality of ledger instances, wherein each of the plurality of ledger instances is assigned to one client of a plurality of clients, and wherein storage resources on the shared permissioned ledger are independently scalable from the plurality of processing nodes on the execution platform. The system includes a resource manager in communication with each of the execution platform and the shared permissioned ledger, wherein the resource manager comprises a data ingestion engine.