Abstract: This disclosure provides systems, methods, and devices for vehicle driving assistance systems that support image processing. In a first aspect, a method of fusing features from near-field images and far-field images is provided that includes determining feature vectors and spatial locations for received images from near-field and far-field image sensors. A first set of weighted feature vectors may be determined based on spatial locations of the features and a second set of weighted feature vectors may be determined based on corresponding features between the feature vectors. Fused feature vectors may then be determined based on the weighted feature vectors, such as using a transformer attention process trained to select and combine features from both sets of weighted feature vectors. Vehicle control instructions may be determined based on the fused feature vectors. Other aspects and features are also claimed and described.

Abstract: A local server includes a controller configured to select a processing function for processing offload, and receive, from a traffic filter, target data that originates from a local network; and a processing platform comprising one or more processors and configured to apply the processing function to the target data to obtain processed data; and wherein the controller is further configured to send the processed data to a remote server for remote processing.

Abstract: A bidirectional power supply includes an alternating current (AC) port as a source in a first mode and as a load in a second mode and a line-frequency rectifier/inverter to function as a rectifier in the first mode and a set of switches to function as an inverter in the second mode. A bidirectional resonant converter is coupled to a direct current (DC) port with primary-side switches and secondary-side switches respectively arranged on a primary and secondary side of a transformer. A controller controls the primary-side switches and the secondary-side switches by controlling switching frequency based on a determined value while setting time delay between control of the primary-side and the secondary-side switches to be a predefined time delay or by controlling the time delay between control of the primary-side and the secondary-side switches based on a determined value while setting the switching frequency to be a predefined switching frequency.

Abstract: Embodiments of the present disclosure includes systems for and methods of playing media based on local and remote data. A method falling within the disclosure includes: storing in a particular entry of a data structure stored in the local memory of the device: a media title, metadata, and an assigned identifier of the media streaming application via which a content item is received at the device; receiving a search request for the media title; searching the internet for a web page via which media associated with the media title can be played; identifying, a particular entry in the data structure that comprises the media title to access the metadata stored in the data structure; comparing the metadata in the data structure and the metadata of the web page; and launching of the media streaming application or opening a web application to play the media.

Abstract: A processor may receive information associated with resources and edges from Infrastructure as Code (IaC). The processor may assemble a knowledge graph. The knowledge graph may be a controlling root graph for infrastructure code that contains the resources and edges from the IaC. The processor may determine, based on global usage statistics of the resources, probabilities of going from one resource to another resource. Going from one resource to another resource may be an edge. The processor may generate a recommendation for a next response.

Abstract: This disclosure provides system and method for performing an autonomous aircraft visual inspection task using an unmanned aerial vehicle (UAV). The UAV is equipped with a front-facing RGB-D camera, one Velodyne three dimensional Light Detection and Ranging with 64 channels, and one Inertial Measurement Unit. In the method of the present disclosure, the UAV takeoff from any nearby location of the aircraft and face the RGB-D camera towards the aircraft. The UAV find the nearest landmark using a template matching approach and register with the aircraft coordinate system. The UAV navigate using LiDAR and IMU measurements, whereas the inspection process uses measurements from the RGB-D camera. The UAV navigate using a proposed safe navigation around the aircraft by avoiding obstacles. The system identifies the objects of interest using a deep-learning based object detection tool and then performs the inspection. A simple measuring algorithm for simulated objects of interest is implemented.

Abstract: A urea synthesis from the reaction of readily available greenhouse gas carbon dioxide (CO2) and nitrogen gas (N2) via transition metal-free catalysis on dual boron-doped (2B) two-dimensional (2D) graphitic carbon nitride is provided.

Abstract: The disclosure relates to a 5th generation (5G) or 6th generation (6G) communication system for supporting a higher data transmission rate. A method and a Base Station (BS) for determining an optimal equalizer for managing interference in a communication network are provided. The method includes estimating channel coefficients of each slot of a plurality of slots based on received Demodulation Reference Signal (DM-RS) symbols, determining a covariance of interference-and-noise (Rz) matrix for at least one Resource Block (RB) of a plurality of RBs of each slot based on the channel coefficients, determining a noise variance (?2) based on noise measurements performed for one or more sub-carriers without the interference, and determining an optimal equalizer from a plurality of equalizers for managing the interference, based on diagonal elements of the Rz matrix and ?2 of the at least one RB using a machine learning model.

Abstract: The disclosed technology addresses the need in the art for a data loss prevention policy that is adapted to new and evolving uses of artificial intelligence tools, such as generative large language models. The present technology can use techniques such as word embeddings, or classifications using artificial intelligence tools to identify leakage of sensitive information in the context of generative large language models. The present technology can also identify and track the use of content created by artificial intelligence tools for uses within an organization.

Abstract: Systems and methods are provided a memory circuit that provides multiple clock signals to a local clock driver. One of the clock signals may be faster than the other and, as a result, at least one transistor of the local clock driver may be turned on early to improve the delay of the rising edge, the falling edge, or both edges of the slower clock signal. The local clock driver may include a first transistor electrically connected to the NAND gate and a second transistor electrically connected to the NOR gate. As a result of the additional, faster clock signal, a reduction of the clock to word line time in the memory circuit can be achieved.

Abstract: Example embodiments relate to reducing auto-exposure latency. An example embodiment includes a method of reducing auto-exposure latency. The method includes determining, by a processor, a first setting of an exposure parameter for a first frame to be captured by an image sensor. The first setting of the exposure parameter is determined based at least in part on characteristics of a previous frame captured by the image sensor. The first setting of the exposure parameter is determined during a first frame period associated with capturing the first frame. The method also includes initiating, by the processor, a first frame exposure operation based on the first setting of the exposure parameter. During the first frame exposure operation, the image sensor captures the first frame during the first frame period.

Abstract: Crest factor reduction circuitry includes: a peak neighborhood analyzer; peak detection circuitry and a controller. The peak neighborhood analyzer is configured to: receive an input signal; analyze the input signal to determine whether a peak larger than a target threshold is expected within an interval; and provide a first control signal responsive to determining that a peak larger than the target threshold is expected within the interval. The controller is configured to: receive the first control signal; and gate a clock or data to the peak detection circuitry responsive to the first control signal.

Abstract: An electric submersible pump (ESP) system. The ESP system may comprise a motor, a pothead coupled to the motor, and a cable coupled to the pothead via a motor lead extension (MLE) to provide power to the motor.

Abstract: A circuit includes primary register circuitry to receive a first signal to write a first value to the primary register circuitry; secondary register circuitry to receive a second signal to write a second value to the secondary register circuitry; a counter configured to count a set amount of time from when the first signal is received; and a controller coupled to the counter. The controller receives at least one of: a third signal indicating whether the second signal was detected within the set amount of time, and a fourth signal indicating whether the first value is the same as the second value.

Abstract: The present disclosure relates to cleaning assemblies, components thereof, and methods associated therewith for substrate processing chambers. In one example, a method includes positioning a pedestal disposed in a substrate processing chamber in a first vertical position for a first time period, directing cleaning fluid into the internal volume of the substrate processing chamber located above the faceplate, diverting a portion of the cleaning fluid to the distribution ring and into the internal volume located below the faceplate by opening up the isolation valve, and positioning the pedestal in one or more additional vertical positions while the isolation valve is opened, the one or more additional vertical positions being different than the first vertical position.

Abstract: A cooling system for a plurality of electrical components is described. The cooling system includes a blower to generate an air flow and a platform to mount the plurality of electrical components. The platform defines a plurality of passages. The cooling system further includes an arrangement including a plenum extending between the blower and the platform to direct the air flow towards and around the plurality of electrical components through the plurality of passages.

Abstract: Methods of forming an ophthalmic element via generating a map of data values associated with pixels included in an energy transmissibility pattern. Data values correspond with an amount of energy transmissible through the optical element at a pixel location. The data values may be converted to additive manufacturing printhead control commands. A first print pattern of polymerizable mixture is emitted as droplets from a manufacturing printhead. The first print pattern of polymerizable mixture corresponding with the map of data values associated with pixels included in an energy transmissibility pattern. At least a portion of the droplets are received on a receiving surface.

Abstract: Semiconductor manufacturing processing chambers with recycling capability and methods of recycling a chemical precursor are described. The processing chamber comprises a chamber body with a substrate support. The substrate support is spaced form the chamber lid to create a process region. A gas inlet provides a flow of gas to the process region and a recirculation plenum is in fluid communication with the process region. At least one fast-acting valve is connected to the recirculation plenum with a recirculation inlet line. A recirculation housing is in fluid communication with the recirculation inlet line and a recirculation outlet line. A recirculation piston valve allows a gas within the process chamber to be recycled into the original precursor container or into a different container for reuse.

Abstract: A method and medical pump to perform a flushing procedure are provided. The medical pump is configured to execute the flushing procedure subsequent to an infusion procedure, the flushing procedure and infusion procedure lacking a specified relationship between each other until after performance of the infusion procedure. The method comprises performing an infusion procedure of a medicament with the medical pump and automatically querying in human detectable form whether to execute a flushing procedure in response to conclusion of the infusion procedure.

Abstract: A system uses a machine learning model trained using multitask learning for processing audio signals of different types. The system may be used in a device such as a headset, smart glasses, or a smart watch, and may be used to make predictions based on different types of audio signals, for example, for classifying acoustic events based on audio signal or for keyword spotting to detect wake words. The use of a single machine learning model for analyzing different types of audio signals improves storage efficiency as well as energy efficiency of devices compared to systems that use a different machine learning model for processing each type of audio signal.