Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for encoding video comprising a sequence of video frames. In one aspect, a method comprises for one or more of the video frames: obtaining a feature embedding for the video frame; processing the feature embedding using a rate control machine learning model to generate a respective score for each of multiple quantization parameter values; selecting a quantization parameter value using the scores; determining a cumulative amount of data required to represent: (i) an encoded representation of the video frame and (ii) encoded representations of each preceding video frame; determining, based on the cumulative amount of data, that a feedback control criterion for the video frame is satisfied; updating the selected quantization parameter value; and processing the video frame using an encoding model to generate the encoded representation of the video frame.

Abstract: The present disclosure relates to a communication method and system for converging a 5th-Generation (5G) communication system for supporting higher data rates beyond a 4th-Generation (4G) system with a technology for Internet of Things (IoT). The present disclosure may be applied to intelligent services based on the 5G communication technology and the IoT-related technology, such as smart home, smart building, smart city, smart car, connected car, health care, digital education, smart retail, security and safety services. A method for providing data protection to members of a Vertical Application Layer (VAL) group is provided.

Abstract: Genetic-variant data is obtained that corresponds to one or more variants associated with a client. Each of the one or more variants corresponds to an instance of one or more bases positioned at one or more first positions in a first genetic sequence differ from corresponding one or more bases positioned in a reference genetic sequence. The first genetic sequence is a genetic sequence of the client. Sensor data is obtained that provides an indication of one or more characteristics of a current or past environment of the client. The genetic-variant data and the sensor data is processed to generate a disease-risk metric corresponding to a predicted risk of the client developing a particular disease. A communication is generated that is indicative of the disease-risk metric. The communication is transmitted to a remote device.

Abstract: Disclosed are various embodiments of a stateful network router. In one embodiment, a network data connection is intercepted between a first host and a second host on a network. First data packets from the network data connection sent by the first host to the second host are routed to a target network appliance. Second data packets from the network data connection sent by the second host to the first host are also to the target network appliance.

Abstract: An encapsulant compound apparatus, includes a mechanical operator, and an insert disposed on a surface of the mechanical operator. The insert operates to capture foreign material in the encapsulant compound.

Abstract: The disclosed technology provides a system and method for allocating frequency bands to a mobile device or user equipment (UE) based on priorities assigned to the different frequency bands. When no priority is assigned to the frequency bands, when a special or reserved priority is assigned, or when equal priority is assigned, the frequency band allocation to the UE is based on a default frequency allocation algorithm (e.g., based on a relative bandwidth of the different frequency bands). When a UE is capable of utilizing a first and a second frequency band, and the priority assigned to the first frequency band is higher than the priority assigned to the second frequency band, the network (e.g., eNB/gNB) overrides the default algorithm and preferentially allocates the first frequency band to UE even when the first frequency band has a smaller bandwidth than the second frequency band or when the default algorithm would otherwise prefer the first frequency band.

Abstract: A method includes receiving an input histology image, processing, using a cell classification model, the input histology image to generate one or more lymphocyte density maps within the input histology image, and performing morphological image processing on the one or more lymphocyte density maps to identify one or more TLS regions within the input histology image. Each TLS region is represented by a respective cluster of lymphocyte cells. For each corresponding TLS region of the one or more TLS regions identified in the input histology image, the method also includes extracting, from the respective cluster of lymphocyte cells, a respective set of TLS features, and processing, using a TLS classification model, the respective set of TLS features to classify the corresponding TLS region as one of a first TLS maturation state, a second TLS maturation state, or a third TLS maturation state.

Abstract: A closure device includes a first magnet and a housing with a second magnet positioned therein. The first magnet is configured to be position in a first object and the housing is configured to be positioned in a second object. The housing has a top end and at least one adjustment mechanism connected to the housing that moves the second magnet in at least one translational direction or at least one rotational direction relative to the top end of the housing. The movement of the second magnet relative to the top end of the housing adjusts the position or orientation of the second magnet relative to the first magnet to alter a magnetic force between the first magnet and the second magnet when the first magnet is positioned proximate the top end of the housing.

Abstract: Disclosed embodiments provide systems and methods for generating and presenting relevant product search results based on a user past purchase history. A method generating and presenting product search results based on past purchase history comprises retrieving a user product search query, a set of historical purchase data associated with the user, and a set of experimental data comprising a hierarchical list of product categories. The method further comprises determining a list of queried product categories based on a plurality of attributes and the pattern using machine learning algorithms. The method further comprises generating a hierarchical list of historical product categories associated with the user. The method further comprises generating a list of product search results associated with the user's product query. The method further comprises ranking the list of product search results based on the user's past purchase history and presenting the ranked list of product search results to the user.

Abstract: The embodiments herein provide a method for managing short data service (SDS) disposition notifications in a Mission Critical Data (MCData) communication system. The method includes identifying, by a receiving MCData User Equipment (UE), SDS disposition request type Information Element (IE) in a SDS message received from a transmitting MCData UE. Further, the method includes initiating, by the receiving MCData UE, a timer when the disposition request type Information Element (IE) is set as Delivery and Read. Furthermore, the method includes transmitting, by the receiving MCData UE, a consolidated disposition notification to the transmitting MCData UE by stopping the timer when the SDS message is read before expiry of the timer.

Abstract: A fan control system for a variable pitch fan of a work vehicle includes a blade pitch module that adjust a pitch of a plurality of blades of the variable pitch fan to generate airflow in a first direction. A reversing module selectively commands a fan reversal that includes instructing the blade pitch module to temporarily adjust the pitch of the plurality of blades to generate airflow in a second direction. A first timer module, in response to the reversing module commanding the fan reversal, resets and increments a first timer and compares the first timer to a first threshold. A first reversal prevention module, in response to the first timer being less than the first threshold, prevents the reversing module from commanding a fan reversal by indicating that a first type of fan reversal is not permitted.

Abstract: Disclosed herein are system, method, and computer program product embodiments for identifying and managing emerging risks. Businesses, such as those participating in regulated industries, may need to regularly monitor enforcement actions that are cited in a variety of sources. Embodiments disclosed herein provide for scraping information from those sources and comparing it to existing risk events in order to determine possible discrepancies that should be assessed.

Abstract: Disclosed embodiments provide systems and methods for identifying a target product and generating alternative product recommendations based on a user query. A computer-implemented system may be configured to perform operations comprising using machine learning to determine a plurality of attributes and at least one pattern associated with a user's product model number search query. The operations may further comprise determining at least one queried product of interest by the user and at least one product category based on an experimental data set. The operations may further comprise determining a target product based on the queried product of interest. The operations may further comprise determining a plurality of key features associated with the queried product based on experimental data, and determining at least one top alternative product. The operations may further comprise transmitting the target product and the top alternative product for display on an external device to the user.

Abstract: The present disclosure relates to a pre-5th-Generation (5G) or 5G communication system to be provided for supporting higher data rates Beyond 4th-Generation (4G) communication system such as Long Term Evolution (LTE). Embodiments herein provide method and system for end-to-end security over signaling plane in a mission critical data (MCData) communication system. The proposed method includes various ways of securing MCData data payload transmitted over signaling plane using short data service (SDS). The proposed method allows usage of multiple security keys to encrypt the MCData SDS message as per the requirements. Various Keys such as, signaling plane key or media plane key or a dedicated MCData data payload signaling key can be used independently or in a combination thereof to achieve the desired security context. The proposed method allows protection of all the application level components with the signaling plane security context.

Abstract: A system for treating tissue includes a clip assembly including clip arms movable relative to a channel of a capsule so that the clip arms are movable between a tissue receiving configuration and a tissue clipping configuration. Also, the system includes an applicator releasably coupleable to the clip assembly. The applicator includes a bushing and a control member extending therethrough. The bushing includes deflectable fingers, each of the fingers including an engaging feature at a distal end thereof to engage a corresponding engaging feature of the capsule of the clip assembly and assembled with a pusher element configured to push the fingers to a radially outward position. The pusher element includes a U-shaped portion curving into a channel of the bushing and a longitudinal portion extending distally therefrom. A cam washer is slidable over a length of the control member and positioned distally of the U-shaped portion.

Abstract: An ocular feedback system includes a first camera assembly including a first frame worn by a first user and at least one first camera supported by the first frame. The first camera produces a first camera output concerning the first user's eyes. A second camera assembly includes a second frame worn by a second user and at least one second camera supported by the second frame. The second camera produces a second camera output concerning the second user's eyes. At least one computer is configured to build an established outcome determiner based on an analysis of the at least one first and second camera outputs. The computer compares the established outcome determiner to at least one third camera output concerning a third user's eyes taken by at least one third camera supported by a third frame of a third camera assembly worn by the third user.

Abstract: The invention provides compounds having the general formula I: and pharmaceutically acceptable salts thereof, wherein the variables R1, R2, R3, R4, subscipt m and n, have the meaning as described herein, and compositions containing such compounds and methods for using such compounds and compositions.

Abstract: in embodiments of the present disclosure, a method and apparatus for managing the lifecycle of edge enabler server (EES) are disclosed. SA6 has defined EAS and EES is a 3GPP network function deployed on the operators edge data network (EDN) being managed by the operator's management system. The lifecycle management of edge components and the lifecycle of EES, as 3GPP network function are managed which includes instantiation, termination, scaling, etc. Thus, 3GPP management system have the capability to provide EES lifecycle management including but not limited to instantiation, termination, scaling.

Abstract: Methods, systems, apparatuses, and media for pressure sensing for user interactions are disclosed herein. In some implementations, a method involves obtaining sensor data from one or more sensors disposed proximate to an enclosure of a capsule of a wrist-worn device. In some implementations, the method involves determining, based on the sensor data, that a press interaction has occurred. In some implementations, the method involves determining, based on the sensor data, force characteristics associated with the press interaction. In some implementations, the method involves identifying a press type of a plurality of press types based on the force characteristics. In some implementations, the method involves identifying an operations of the wrist-worn device from a plurality of operations based on the press type. In some implementations, the method involves causing the identified operation to be performed by the wrist-worn device.

Abstract: An analytics reporting system to perform operations that include: aggregating sensor data collected from a plurality of sensor devices within a database, the sensor data comprising a set of values that correspond with a metric; generating a threshold value based on the set of values that correspond with the metric; accessing a portion of the sensor data based on an identifier associated with the portion of the sensor data; determining the portion of the sensor data transgresses the threshold value; and generating a report that comprises a display of the portion of the sensor data based on the determining that the portion of the sensor data transgresses the threshold value.