Abstract: The present invention provides binding proteins, such as antibodies and antigen-binding fragments, which specifically bind to human IL-36 cytokines, IL-36?, IL-36?, and/or IL-36?, and block the IL-36 stimulated signaling pathways. Compositions comprising such binding proteins and methods of making and using such binding proteins are also provided.

Abstract: Systems and method for machine-learning assisted road sign content prediction and machine learning training is disclosed. A sign detector model processes images or video with road signs. A visual attribute prediction model extracts visual attributes of the sign in the image. The visual attribute prediction model can communicate with a knowledge graph reasoner to validate the visual attribute prediction model by applying various rules to the output of the visual attribute prediction model. A plurality of potential sign candidates are retrieved that match the visual attributes of the image subject to the visual attribute prediction model, and the rules help to reduce the list of potential sign candidates and improve accuracy of the model.

Abstract: A lift device includes a lift assembly, a platform, and a controller. The lift assembly is configured to be driven to increase or decrease in length by extension and retraction of one or more actuators. The platform is coupled at an upper end of the lift assembly. The controller is configured to receive a value of a pitch angle and a roll angle of the lift device from an orientation sensor. The controller is further configured to determine a maximum allowable elevation of the platform based on at least one of the value of the roll angle and the value of the pitch angle of the lift device. The controller is further configured to limit operation of the lift assembly based on the maximum allowable elevation of the platform.

Abstract: A method includes collecting data related to a key performance indicator (KPI) for a cell in a mobile network. The method includes aggregating the collected data for the KPI into a plurality of groups, wherein a first group of the plurality of groups comprises values of the KPI during a time period in a first day, a second group of the plurality of groups comprises values of the KPI during the time period in a second day preceding the first day, and a third group of the plurality of groups comprises values of the KPI during the time period in a third day preceding the second day. The method includes determining whether the cell is a sleeping cell based on a comparison of the first, second and third groups. The method includes labelling the cell as sleeping in response to a determination that the cell is sleeping.

Abstract: Example implementations include a method, apparatus and computer-readable medium for providing security system information using an augmented reality (AR) effect, comprising receiving security system information from at least one security device in an environment, wherein the security system information is of a first type of security event. The implementations further include selecting, from a plurality of AR effects, a first AR effect that is configured to output information of the first type. Additionally, the implementations further include determining a three-dimensional location in the environment that is associated with the security system information. Additionally, the implementations further include generating, for display on a user interface, an AR object of the first AR effect at the three-dimensional location.

Abstract: Systems and methods include performing inline monitoring of production traffic between users, the Internet, and cloud services via a cloud-based system; utilizing a trained machine learning model to inspect static properties of files in the production traffic; and classifying the traffic as one of malicious or benign based on the trained machine learning model.

Abstract: According to one aspect, profile modeling may be achieved by receiving a first set of data and performing feature selection on the first set of data, receiving a second set of data and performing classification on the second set of data using fuzzy logic inference, receiving a third set of data and performing clustering on the third set of data using hierarchical cluster analysis, and generating a prediction model based on the first set of data, the second set of data, and the third set of data. The prediction model may generate a prediction for profile modeling by receiving a first input of the same data type as the first set of data, a second input of the same data type as the second set of data and outputting the prediction for profile modeling having the same data type as the third set of data.

Abstract: Disclosed are various embodiments for providing an efficient and time-saving shopping experience by allowing a user to initiate a purchase of items corresponding to items included in an item list (e.g., shopping list) while minimizing user interactions. A user may initiate a shopping experience via a voice command and/or an interaction with a user interface associated with a list management service. Using keywords included in the item list, a list of recommended items that correspond to items included in the shopping list and are available for purchase at a particular store can be determined and presented to the user. Item listings may be preselected for purchase based at least in part on a determined likelihood that the user will purchase the item. The user can review the recommended items and select a purchase component (e.g., add-to-cart component, buy component), that upon selection, initiates the purchase of the selected items.

Abstract: A media client ascertains a plurality of matching points between (i) query fingerprints representing a media stream being received by the client and (ii) reference fingerprints, each identified matching point defining a respective match between a query fingerprint that is timestamped with client time defined according to a clock of the client and a reference fingerprint that is timestamped with true time defined according to a timeline within a known media stream. Further, the client performs linear regression based on the timestamps of the ascertained plurality of matching points, to establish a mapping between true time and client time. The client then uses the established mapping as a basis to determine a client-time point at which the client should perform an action with respect to media stream being received by the client. And the client performs the action at the determined client-time point.

Abstract: A method of detecting deviation from an operational state of a rotational device includes receiving, from one or more sensor devices coupled to the rotational device, frequency domain data indicative of vibration data sensed during a sensing period. The method also includes processing the frequency domain data using a trained anomaly detection model to generate an anomaly score for the sensing period and processing the anomaly score using an alert generation model to determine whether to generate an alert.

Abstract: Methods and systems for hierarchical natural language understanding are described. A representation of an utterance is inputted to a first machine learning model to obtain information on the first utterance. According to the information on the utterance a determination that the representation of the utterance is to be inputted to a second machine learning model that performs a dedicated natural language task is performed. In response to determining that the representation of the utterance is to be inputted to a second machine learning model, the utterance is inputted to the second machine learning model to obtain an output of the dedicated natural language task.

Abstract: There is disclosed in one example an enrollment over secure transport (EST)-capable gateway device, including: a hardware platform including a processor and a memory; a first network interface to communicatively couple to an external network, including an external DNS server; a second network interface to communicatively couple to a home network; a caching DNS server including a local DNS cache, and logic to provide DNS services to the home network; and an EST proxy to authenticate to a local endpoint on the home network, provision a DNS server certificate on the local endpoint, provision an authentication domain name (ADN) on the local endpoint, and provide encrypted domain name system (DNS) services to the local endpoint.

Abstract: The principal object of embodiments herein is to disclose methods and systems for a secure and user-friendly face liveness detection. Another object of embodiments herein is to disclose a two layered approach for the face liveness detection, wherein the two-layered approach comprises an active and a passive face liveness detection.

Abstract: Embodiments may facilitate data analytics for a cloud computing environment. A plurality of system tables may store system metadata that associates a first materialized view with a first view and a first table. A transaction compute unit may process an update request relevant to the first view. A query parser may capture the update request from the transaction compute unit and detect which system tables are associated with the update request relevant to the first view. Responsive to the request, the query processor arranges for first table data to be replicated and transmit a materialized view request to a materialized view compute unit. The materialized view compute unit may be created as a Materialized View-as-a-Service (“MVaaS”) independent of the transaction compute unit. The materialized view compute unit may receive the materialized view request, refresh the first materialized view, compute the first materialized view, and store a result of the computation.

Abstract: A method for controlling a dual fuel engine system includes determining a gas flow target for an internal combustion engine of the dual fuel engine system, where the gas flow target is based on a gas power target of the internal combustion engine, a thermal efficiency estimate of the internal combustion engine, and a lower heating value (LHV) within the internal combustion engine. The method also includes adjusting the gas flow target based on at least one of a measured gas temperature or a measured gas injector pressure and determining at least one base gas injector command based on the adjusted gas flow target, a gas substitution rate estimate, and a gas substitution rate target. The method further includes determining, based on the at least one base gas injector command, a gas injector command for at least one engine bank.

Abstract: Programmable guide RNAs (gRNAs) play a central role in the CRISPR revolution sweeping biology and medicine by directing the function of a Cas protein effector to a target gene of choice. To achieve programmable control over regulatory scope, the activity of a conditional guide RNA (cgRNA) depends on the presence or absence of an RNA trigger, allowing for cell-selective regulation of CRISPR/Cas function. Unlike a standard gRNA, a cgRNA is programmable at multiple levels, with the target-binding sequence controlling the target of Cas activity (edit, silence, induce, or bind a gene of choice) and the trigger binding sequence controlling the scope of Cas activity. cgRNA mechanisms that are allosteric allow for independent design of the target and trigger sequences, providing the flexibility to select the regulatory target and scope independently.

Abstract: A system on a chip (SoC) includes a digital signal processor (DSP) and a graphics processing unit (GPU) coupled to the DSP. The DSP is configured to receive a stream of received depth measurements and generate a virtual bowl surface based on the stream of received depth measurements. The DSP is also configured to generate a bowl to physical camera mapping based on the virtual bowl surface. The GPU is configured to receive a first texture and receive a second texture. The GPU is also configured to perform physical camera to virtual camera transformation on the first texture and on the second texture, based on the bowl to physical camera mapping, to generate an output image.

Abstract: There is disclosed in an example a gateway device, including a hardware computing platform, and a secure domain name system (DNS) engine having circuitry and stored instructions to-program the circuitry, the secure DNS engine to communicatively couple to an endpoint via a local network, begin a secure DNS transaction with the endpoint, determine whether the endpoint supports delegated credentials, and after determining that the endpoint supports delegated credentials, establish a secure DNS session with the endpoint using a delegated credential.

Abstract: A method of forming an electrical contact in a semiconductor structure includes performing a patterning process to form a mask on a semiconductor structure, the semiconductor structure comprising a first semiconductor region, a second semiconductor region, a dielectric layer having a first opening over the first semiconductor region and a second opening over the second semiconductor region, wherein the mask covers an exposed surface of the second semiconductor region within the second opening, performing an amorphization ion implant process to amorphize an exposed surface of the first semiconductor region within the first opening, performing a removal process to remove the mask, performing a selective epitaxial deposition process, to epitaxially form a contact layer on the exposed surface of the second semiconductor region, and performing a recrystallization anneal process to recrystallize the amorphized surface of the first semiconductor region.

Abstract: In a method for enhancing localized delivery of a diagnostic or therapeutic agent using focused ultrasound (FUS), ultrasound-controllable drug carriers are administered into a blood vessel. Each drug carrier comprises an ultrasound-sensitive microbubble loaded with the diagnostic or therapeutic agent. The drug carriers are aggregated inside the vessel both along a radial direction and a longitudinal direction by application of an aggregation FUS sequence. Subsequently the diagnostic or therapeutic agent is released from the drug carriers by application of an uncaging FUS sequence. The aggregation and uncaging sequences are applied using FUS below a threshold power level such that harmful cavitation is avoided, as evidenced by the absence of broadband emissions and preferably non-integer harmonics from an emission spectrum of the drug carriers. Thereby damage to the vasculature by the FUS sequence is avoided.