Abstract: A composition for use in the manufacture of an in-mould electronic (IME) component, the composition containing a binder comprising: a cross-linking agent comprising melamine formaldehyde, a thermoplastic resin comprising a hydroxyl group, and a solvent.

Abstract: A system including an array of audio devices installed in an aircraft cabin and an audio processing device. The audio processing device may be configured to: monitor a channel of microphone audio data from each of at least two of the audio devices; analyze the monitored channels of microphone audio data; identify an event to be an occurrence of a predetermined event based at least on the analyzing of the monitored channels of microphone audio data; based at least on the identified event and the analyzing of the monitored channels of microphone audio data, generate an event report associated with at least one channel of microphone audio data associated with the identified event; output the event report to a crew panel; and output at least a portion of microphone audio data of the at least one channel of microphone audio data associated with the identified event to the crew panel.

Abstract: Techniques are provided for generating training data to facilitate fine-tuning embedding models. Training data including anchor utterances is obtained. Positive utterances and negative utterances are generated from the anchor utterances. Tuples including the anchor utterances, the positive utterances, and the negative utterances are formed. Embeddings for the tuples are generated and a pre-trained embedding model is fine-tuned based on the embeddings. The fine-tuned model can be deployed to a system.

Abstract: The present disclosure encompasses solid state forms of Trilaciclib and of Trilaciclib salts, in embodiments crystalline polymorphs of Trilaciclib and of Trilaciclib salts, processes for preparation thereof, and pharmaceutical compositions thereof.

Abstract: A computing device receives a first user input that includes user selection of a first data field of a data source from a schema information region of a user interface and placement of the first data field into a data visualization region of the user interface. When the first data field corresponds to a geographic data field, the computing device determines longitude and latitude information for data values of the first data field. The computing device generates a map data visualization corresponding to the first data field according to the determined longitude and latitude information. The map data visualization includes a first layer having a first set of data marks corresponding to the first data field. The computing device displays, in the data visualization region, the map data visualization including the first set of data marks.

Abstract: In implementations of systems for efficiently rendering vector objects, a computing device implements a rendering system to identify unique geometries from a set of geometries of vector objects included in a render tree. The rendering system tessellates the unique geometries and each of the tessellated unique geometries has a unique identifier. Mappings are generated between the vector objects included in the render tree and the tessellated unique geometries using the unique identifiers. The rendering system renders the vector objects included in the render tree for display in a user interface based on the mappings.

Abstract: A system and method are provided for manufacturing the polymer-coated fertilizers with a controlled release in a single pass. The system has a feeding mechanism connected to a first chill roll to supply the articles to the first cavities provided on the first roll to store and hold the articles. A first machine produces and applies a first polymer film on the articles held in the first chill roll to coat the articles partially with the first polymer film. The partially coated articles are transferred to a second chill roll placed at a side or on a top of the first chill roll. A second machine produces and applies the second polymer film on the partially coated articles in the second chill roll so that the articles are encapsulated by the first and second polymer films. A collector mechanism receives the encapsulated articles from the second chill roll.

Abstract: A system receives identification of a machine learning model, stored by a vehicle, that is ready for training. The system determines, based on a configuration file associated with the model, whether batch-based or live training is to be used to train the model and collects data for training, defined by a configuration file associated with the model. The system calls a learning as a service vehicle process to load a kernel and configures the kernel based on configuration data defined in the configuration file. The system receives notification from the learning as a service process that the training is complete. Additionally, the system validates a model, responsive to the notification including indication that training was successful, using a vehicle model validation process to test the model with live data before deployment by background execution of the model and saves a copy of the model for deployment responsive to successful validation.

Abstract: In response to a power-loss warning event occurring during data processing, a checkpointing process is performed to save a checkpoint of context data associated with the data processing to non-volatile data storage. In response to detection of a power recovery event occurring when the checkpointing process is still in progress, it is determined whether a checkpoint abort condition is satisfied, based at least on a checkpoint progress indication indicative of progress of the checkpointing process. If the checkpoint abort condition is unsatisfied, the checkpointing process can continue. If the checkpoint abort condition is satisfied, the checkpointing process is aborted to allow the data processing to resume.

Abstract: This disclosure relates generally to systems and methods for autonomous task composition of vision pipelines using an algorithm selection framework. The framework leverages transformer architecture along with deep reinforcement learning techniques to search an algorithmic space for unseen solution templates. In an embodiment, the present disclosure describes a two stage process of identifying the vision pipeline for a particular task. At first stage, a high-level sequence of the vision pipeline is provided by a symbolic planner to create the vision workflow. At second stage, suitable algorithms for each high-level task are selected. This is achieved by performing a graph search using a transformer architecture over an algorithmic space on each component of generated workflow. In order to make the system more robust, weights of embedding, key and query networks of a visual transformer are updated with a Deep Reinforcement Learning framework that uses Proximal Policy Optimization (PPO) as underlying algorithm.

Abstract: A computerized method is provided for responding to a request by a customer to enroll into a digital service. The method includes generating a personalized media clip for presentation to the enrolling customer, which comprises (i) using an artificial intelligence (AI) model to determine a plurality of relevant media objects based on data related to the request and customer data and (ii) forming a randomized composite of the plurality of relevant media objects. The method also includes providing the personalized media clip along with an instruction to the customer to record an audio description of the media clip. The method further includes generating a confidence score that measures a degree of accuracy of the audio description by the customer in relation to the personalized media clip, where enrollment of the customer into the digital service is based on at least the confidence score.

Abstract: A cloud marketplace includes a network of data centers that collectively allow users to search and purchase products, including applications and extensions to applications. Each data center supports a marketplace module that executes on computing resources to offer users the products and receive and send product metadata descriptive of the products. Each product has a distribution list which specifies one or more data centers as a potential destination to list the product. The distribution list supports region-specific synchronization of products and product listings and can be updated automatically responsive to region-specific policies or regulations to list, delist, or relist products in one or more regions.

Abstract: Artificial intelligence is utilized in gathering, analyzing and processing of user feedback, specifically as pertaining to service quality in a telecommunications system. In response to collecting the feedback data, the system automatically generates reports and initiates remedial measures in response to such user feedback to enhance the performance of the service.

Abstract: An electric-vehicle frame includes a mid-section and an end section. The mid-section has first and second frame rails spaced from each other by a first distance along a cross-vehicle axis defining a battery compartment therebetween. The end-section has first and second frame rails spaced from each other by a second distance along the cross-vehicle axis smaller than the first distance. A first connector is fixed to the first frame rail of the mid-section and to the first frame rail of the end-section. A second connector is fixed to the second frame rail of the mid-section and to the second frame rail of the end-section.

Abstract: Embodiments of the present disclosure provide a method of processing received signal using a massive MIMO base station (BS). The BS comprises a radio unit (RU), a distributed unit (DU) and an interface. The method comprises receiving a plurality of signals corresponding to the plurality of antennas, said signals comprises at least one of data signals, demodulation reference signals (DMRS) and sounding reference signals (SRS). The RU or DU performs a grouping operation on a subset of the plurality of signals corresponding to a subset of antennas to generate signal groups. The RU performs a first stage filtering on the signals associated with each group using group specific filters to obtain group specific filtered signals. The DU performs a second stage filtering on the group specific filtered signals to obtain second stage filtered signals.

Abstract: Systems, methods, and computer-readable media for orchestrating data center resources and user access to data. In some examples, a system can determine, at a first time, that a user will need, at a second time, access to data stored at a first location, from a second location. The system can identify a node which is capable of storing the data and accessible by a device from the second location. The system can also determine a first service parameter associated with a network connection between the device and the first location and a second service parameter associated with a network connection between the device and the node. When the second service parameter has a higher quality than the first service parameter, the system can migrate the data from the first location to the node so the device has access to the data from the second location through the node.

Abstract: A method includes creating a plurality of groups of paths from a plurality of paths in an integrated circuit (IC) layout diagram. Each group has a unique dominant feature among a plurality of features of the plurality of paths. The method further includes testing a path in a group and, when the path fails, modifying at least one of the IC layout diagram, at least a portion of at least one library having cells included in the IC layout diagram, or a manufacturing process for manufacturing an IC corresponding to the IC layout diagram. The plurality of features includes a numerical feature having a numerical value, and a categorical feature having a non-numerical value. The non-numerical value is converted into a converted numerical value. The plurality of groups is created based on the numerical value of the numerical feature, and the converted numerical value of the categorical feature.

Abstract: A system and method for extracting a full range hyperspectral data from one or more RGB images. The method encompasses pre-processing, the one or more RGB images. Further the method encompasses estimating, an illumination component associated with each pre-processed RGB image. The method thereafter comprises removing, the illumination component from the each pre-processed RGB image. Further the method encompasses tracking, a trajectory of pixel(s) over frame(s) associated with the each pre-processed RGB image. The method then leads to identifying, a position of the pixel(s) in one or more adjacent frames of the frame(s) based on a patch defined around said one or more pixels. Thereafter the method encompasses extracting, the full range hyperspectral data from the each pre-processed RGB image based on at least one of the removal of the illumination component, the trajectory of the pixel(s) and the position of the pixel(s).

Abstract: Aspects presented herein relate to methods and devices for graphics processing including an apparatus, e.g., a GPU. The apparatus may receive a set of draw call instructions corresponding to a graphics workload, where the set of draw call instructions is associated with at least one run-time parameter. The apparatus may also obtain a first shader program associated with storing data in a system memory and at least one second shader program associated with storing data in a constant memory. Further, the apparatus may execute the first shader program or the at least one second shader program based on whether the at least one run-time parameter is less than or equal to a size of the constant memory. The apparatus may also update or maintain a configuration of a shader processor or a streaming processor based on executing the first shader program or the at least one second shader program.

Abstract: A shut-off device including: a support frame with a front face and a rear face and having four sidewalls, a which is disposed within the support frame and is able to pivot about a pivot axis between a first, open, end position and a second, closed, end position, the flap being connected to the support frame by a pivot connection. The pivot connection has an open receiving recess disposed on one of the faces of the support frame and intended to receive the pivot axis of the flap, the shut-off device further including: a retaining bar which covers an aperture of the receiving recess and is intended to retain the pivot axis of the flap within the receiving recess, and two guides which are aligned and disposed so as to retain the retaining bar above the aperture of the receiving recess.