Abstract: A learning-based model is trained using a plurality of attributes of media. Depth estimation is performed using the learning-based model. The depth estimation supports performing a computer vision task on the media. Attributes used in the depth estimation include scene understanding, depth correctness, and processing of sharp edges and gaps. The media may be processed to perform media restoration or the media quality enhancement. A computer vision task may include semantic segmentation.

Abstract: A motor vehicle having a combustion engine for vehicle propulsion can be automatically stopped when engine propulsion is not needed, such as during a gliding condition when the vehicle is coasting down to a slower speed (e.g., stopping) or down an incline. The engine is automatically restarted as needed. To ensure a capacity of a battery or other electrical storage device to support nominal operation of electrical loads (including a starter motor for restarting the engine) during an Auto Stop event, predicted future states of a vehicle battery are determined using a battery state of function (SOF) in response to load transients that may need to be supported.

Abstract: A method is provided for enabling Narrowband Internet of Things (NBIOT) transport over fronthaul (FH) interface between distributed unit (DU) and radio unit (RU) for at least one of 4G Long Term Evolution (LTE) network and 5G New Radio (NR) network, which method includes: receiving, by an RU capable of at least one of NBIOT inband mode and NBIOT guardband mode, i) at least one of LTE and NR in-phase and quadrature (IQ) samples associated with a first endpoint, and ii) NBIOT ICI samples associated with a second endpoint; and configuring the RU functionality to be able to combine, in at least one of frequency domain and time domain, i) the at least one of LTE and NR in-phase and quadrature (IQ) samples associated with a first endpoint, and ii) the NBIOT ICI samples associated with a second endpoint.

Abstract: Method, apparatuses, and computer program products for automatically configuring one or more rotation angles for one or more associated locator units. An example method comprising receiving, from the one or more locator units, one or more dimensional values pertaining to the orientation of the one or more locator units; determining, based at least in part on the one or more received dimensional values for each of the one or more locator units and a configuration table pertaining to the locator unit type, one or more rotation angles for each of the one or more locator units; storing the one or more rotation angles for the each of the one or more locator units in an associated memory; and determining a location for one or more objects in an environment based at least upon the one or more rotation angles for each of the one or more locator units.

Abstract: Apparatuses, methods and systems for unlocking a tracking apparatus that is affixed to an asset are disclosed herein. In one example, a method of unlocking a tracking apparatus that is affixed to an asset is provided. The tracking apparatus may comprise an electronic tag electronically coupled to a securing component comprising an actuating element. The method may comprise: receiving asset information associated with the tracking apparatus; generating and storing a secure machine-readable code in conjunction with the asset information; in response to receiving a request to unlock the tracking apparatus, determining whether a received input corresponds with the stored secure machine-readable code; and providing an indication to cause an electronic reader in electronic communication with the tracking apparatus to trigger deactivating the actuating element.

Abstract: Examples of file analytics systems are described that may obtain metadata data and events data from a virtualized file server. The file analytics systems may detect one or more events from the events data matching a criteria indicating malicious activity. The file analytics systems may validate the detection of malicious activity. The validation may be performed by comparing the file type, such as the MIME type, of sample files before and after the suspected malicious activity. The systems may recover a share of the distributed file server including the one or more affected files by replacing the one or more affected files with stored versions of the one or more affected files from a snapshot of the share taken prior to the detected malicious activity.

Abstract: Various embodiments illustrated herein disclose a method. The method includes receiving, by a first radio-frequency identification (RFID) tag in an RFID reader, a first interrogation command from another RFID reader. The method includes transmitting, by the first RFID tag in the RFID reader, a first response signal to the other RFID reader in response to the reception of the first interrogation command. The method further includes transmitting, by a processor in the RFID reader, a second interrogation command to one or more second RFID tags, where the transmission of the second interrogation command is concurrent to the reception of the first interrogation command or the transmission of the first response signal.

Abstract: Existing data residency compliance techniques suffer from inherent drawbacks to discover the spread of data, understanding the data residency regulations and semantics behind them and most importantly placement of data in cloud datacenters such that it is data residency compliant. Embodiments herein provide a method and system for optimizing placement of data to a cloud datacenter complying data residency regulations. The system selects one serving cloud datacenter for a user center. The selection considers three conflicting objectives such as minimum data placement cost, provide good quality of service (i.e. latency) and to comply with data residency regulations. The system essentially covers data residency compliance problem in three phases namely, violation detection, decision support and recommendation.

Abstract: Systems and methods for managing software resources such as machine learning/artificial intelligence models. The system includes a number of components that provide versioning services to both software resources and to data sets. A data storage component also addresses storage/retrieval functions for the system. A user interface element is also present to provide users with both a GUI and a command line interface. An assessment element assesses user selected software assets for project inclusion, with the assessment being based on good software development principles and practices. Once a project of selected software assets has passed the assessment stage, the software assets are pipelined for execution by an execution unit. The outputs of the execution unit are sent to a data output module automatically populates predetermined and preconfigured templates with the outputs to produce reports. The outputs may be final outputs or they may be intermediate results produced by the software assets.

Abstract: Systems and methods for adjusting operating parameters of at least one pipelined software asset. Within a pipelined environment, an agent software asset is inserted immediately preceding a software asset whose operating parameters are to be adjusted. The agent software asset receives data and/or data sets from a user and such data and data sets are inserted/used by the software asset. The agent software asset also allows for a reporting of the output of other software assets to thereby provide users with intermediate outputs from the pipelined environment.

Abstract: Aspects of the disclosure relate to intelligently managing invoice processing using blockchain and mixed reality applications. The computing platform may receive invoices and may analyze the invoices to determine a priority order in which the invoices should be processed. The computing platform may use an auto-matching algorithm to identify errors within the invoice and to generate proposed solutions to fix the errors. The computing platform may transmit the invoice to an enterprise organization for modifications and may receive, from the enterprise organization, confidential data including a modified invoice. The computing platform may receive, from an entity associated with a transaction indicated on the invoice, a request to access the modified invoice using a mixed reality application. The computing platform may receive, from the entity and based on the entity's review of the modified invoice using the mixed reality application, approval to execute the modified invoice.

Abstract: Provided are methods and kits for detecting an extrachromosomal circular DNA (eccDNA) in a biological sample. In some embodiments, the method comprises treating the biological sample to produce a tagged linearized fragment of genomic DNA; and determining whether the tagged linearized fragment is derived from an eccDNA to thereby detect the eccDNA. In some embodiments, the treating of the biological sample to produce a tagged linearized fragment of genomic DNA comprises treating the biological sample with an insertional enzyme complex to produce a tagged linearized fragment of genomic DNA.

Abstract: Systems and methods for providing a webinar watch-party are provided herein. In an example, a system comprising a non-transitory computer-readable medium, a communications interface, and a processor communicatively coupled to the non-transitory computer-readable medium and the communications interface may be provided. The processor may be configured to execute processor-executable instructions stored in the non-transitory computer-readable medium to: receive, from a first client device, webinar access information; identify the first client device based on the webinar access information; transmit, to the first client device, watch-party access information; transmit to the first client device: a first set of audio and video streams corresponding to a webinar main meeting; and a second set of audio and video streams corresponding to a webinar watch-party based on the watch-party access information; and receive, from the first client device, a first audio stream and a first video stream.

Abstract: One example method includes hosting, by a video conference provider, a virtual expo; receiving, from a first client device associated with a first participant in the virtual expo, a request to enter a meeting with a second participant in the virtual expo; providing, to a second client device associated with the second participant, a notification of the request to enter the meeting; receiving, from the second client device, an approval of the request; and in response to receiving the approval, joining the first client device to a second virtual meeting.

Abstract: One example method for virtual expo booth previews includes joining a virtual expo hosted by a video conference provider, the virtual expo including a plurality of virtual expo booths; presenting a graphical representation of the virtual expo and one or more virtual expo booths of the plurality of virtual expo booths; receiving an input indicating a first expo booth of the plurality of virtual expo booths; receiving, from the video conference provider, one or more multimedia streams associated with the first virtual expo booth; and presenting the one or more multimedia streams

Abstract: Responsive to data being indicative of conditions that will decrease a life of a battery to the extent the life expectancy will be less than a target value with a confidence that exceeds a first threshold, a processor may generate an alert or mitigation recommendations. Responsive to data being indicative of the cause of conditions that result in the life expectancy to be less than a target value with a confidence that exceeds a second threshold, the processor may implement a control strategy or set of control strategies to benefit the life expectancy of the battery.

Abstract: A computer, including a processor and a memory, the memory including instructions to be executed by the processor to train a generative adversarial network (GAN) to reconstruct a missing portion of an image by determining a reconstructed portion of the image based on data from portions of the image surrounding the missing portion and compare an acquired image with the reconstructed portion of the image to determine a damaged portion. The instructions further include instructions to determine estimated damage based on the damaged portion.

Abstract: Apparatuses, methods and systems for unlocking a tracking apparatus that is affixed to an asset are disclosed herein. In one example, a method of unlocking a tracking apparatus that is affixed to an asset is provided. The tracking apparatus may comprise an electronic tag electronically coupled to a securing component comprising an actuating element. The method may comprise: receiving asset information associated with the tracking apparatus; generating and storing a secure machine-readable code in conjunction with the asset information; in response to receiving a request to unlock the tracking apparatus, determining whether a received input corresponds with the stored secure machine-readable code; and providing an indication to cause an electronic reader in electronic communication with the tracking apparatus to trigger deactivating the actuating element.

Abstract: A method for controlling a vehicle active chassis power system includes determining, via a processor, a minimum output voltage/current threshold for an aggregated power supply associated with an active chassis operation, and generating an aggregate State of Function (SoF) indicative of a maximum voltage/current budget for an output of the vehicle active chassis power system. The aggregate SoF is based on a primary power source voltage/current output and a power storage voltage/current output. The method further includes causing to control an active chassis power system actuator based on a minimum voltage/current value associated with the aggregate SoF. Causing to control the active chassis power system actuator can include publishing the aggregate SoF to a braking actuator, a steering actuator, or to a domain controller that actively distributes an aggregated power supply capability SoF to a braking actuator and a steering actuator based on one or more present vehicle states.

Abstract: A fluid catalytic cracking process for p-cresol dimer to produce valuable phenolic monomers, i.e., 2-methyl phenol, 4-methyl phenol, 2,3-xylenol, and phenol, uses an equilibrium catalyst (E-cat) generated in the petroleum fluid catalytic cracking (FCC) unit. The p-cresol dimer can be processed under relatively mild conditions, while maximizing desired and minimizing undesired products.