Abstract: Systems and methods disclosed herein disclose the use of docking stations with docking station receptacles of display apparatuses and docking stand assemblies. A docking station placed in a docking station receptacle of a display apparatus may connect to a host device and transport power and/or data as between the docking station, the host device, the display apparatus, and any external object(s). A docking station placed in a docking station receptacle of a docking stand assembly that includes a docking tray configured to interface with a portable electronic device (PED) may transport power and/or data as between the docking station, the PED, and any external objects via a power and data delivery pathway within the docking stand assembly.

Abstract: A breathable thermoplastic polymer film may be produced and adapted for use as a breathable diaper backsheet. The film may include a blend of LLDPE, mLLDPE and calcium carbonate, and may have improved tear strength and melt strength such that instances of tears or break offs during the machine direction orientation portion of the production process are significantly reduced or eliminated. In addition, the film may have sufficient tear strength to permit omission of CDI processing needed to strengthen weaker prior art films. In this regard, undesired streaking of colors or printed aspects of the film may be reduced or avoided completely.

Abstract: A portable and stackable combination umbrella stand and table system comprised of a stand housing interoperable with a first lid portion to cover an opening in an umbrella securing body and a second lid portion to serve as a table top. The stand housing may be configured to form a concave area for receiving sand or other ballast to securely anchor the system in an upright position. As the concave area of the stand housing is filled with sand or other ballast, the first lid portion may serve as a cap by covering the upper portion of the umbrella securing body and prevents the ingress of sand or other ballast material from entering the channel (through which the umbrella pole may thereby be more easily inserted). The first lid may be removed to receive an umbrella within the umbrella securing body, and the second lid portion, which may be configured to be installed with the stand so as to form a table surface, may thereby facilitate snacking once ballast has been received.

Abstract: Methods and systems for enabling regeneration of a particulate filter of an engine system are provided. In one embodiment, a method includes: receiving, by a processor, a request for particulate filter regeneration; in response to the request, determining, by the processor, at least one of a compression ratio and an expansion ratio; generating, by the processor, control signals to actuators of the engine system to adjust the at least one of the compression ratio and the expansion ratio to achieve a desired exhaust temperature; generating, by the processor, control signals to actuators of the engine system to optimize torque output based on the desired exhaust temperature, engine speed, and a desired engine load; and initiating, by the processor, regeneration of the particulate filter based on the command signals.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating subqueries from a query. In one aspect, a method includes obtaining a query, generating a set of two subqueries from the query, where the set includes a first subquery and a second subquery, determining a quality score for the set of two subqueries, determining whether the quality score for the set of two subqueries satisfies a quality threshold, and in response to determining that the quality score for the set of two subqueries satisfies the quality threshold, providing a first response to the first subquery that is responsive to a first operation that receives the first subquery as input and providing a second response to the second subquery that is responsive to a second operation that receives the second subquery as input.

Abstract: Methods and systems are provided for generating an on-demand distributed aperture by mechanical articulation. In some aspects, a process can include steps for determining a location of an autonomous vehicle, determining whether a maneuver requires long range detections or medium range detections based on the location of the autonomous vehicle, positioning at least two articulated radars based on the determining of whether the maneuver requires long range detections or medium range detections, and enabling a mode of resolution based on the positioning of the at least two articulated radars and by utilizing a static radar. Systems and machine-readable media are also provided.

Abstract: A foam-based seat and an enclosure for a foam-based seat is provided. The foam-based seat includes a base, main body, a cutout opening formed in the main body, fitted fabric configured to encase the main body, and a removable nesting insert configured to friction fit within the cutout opening. The removable nesting insert can be inserted into the cutout opening, or removed, to provide a myriad of seating arrangements. The foam-based seat may constitute a variety of geometries, including one embodiment that is square with a square removable nesting insert, and another embodiment that is round with an expanded base and a circular nesting insert. The enclosure for a foam-based seat includes a rigid frame with two ends, an internal opening configured to circumscribe a foam-based seat, and a shelving unit that extends from the two ends of the rigid frame.

Abstract: Furniture entertainment hubs are disclosed that are integrated in a piece of furniture to conveniently control the piece of furniture, while at the same time providing a convenient means of communicating with and charging a remote smart device such as a smart phone or tablet. The entertainment hubs can be in many different locations in the piece of furniture, with some embodiments embedded in an armrest with the hub having a touch screen accessible at the top surface of the armrest. The entertainment hub provides a sleek, aesthetic and easy to mechanism for controlling the chair/sofa and interfacing with remote devices. One embodiment of an entertainment hub for a seating apparatus comprising a body with a plurality of planar surfaces, wherein one of said plurality of surfaces comprises a substantially flat control panel. The control panel comprises a plurality of visual touch buttons, a remote device wireless charging pad, and a speaker.

Abstract: A singe audio-visual automated speech recognition model for transcribing speech from audio-visual data includes an encoder frontend and a decoder. The encoder includes an attention mechanism configured to receive an audio track of the audio-visual data and a video portion of the audio-visual data. The video portion of the audio-visual data includes a plurality of video face tracks each associated with a face of a respective person. For each video face track of the plurality of video face tracks, the attention mechanism is configured to determine a confidence score indicating a likelihood that the face of the respective person associated with the video face tack includes a speaking face of the audio track. The decoder is configured to process the audio track and the video face track of the plurality of video face tracks associated with the highest confidence score to determine a speech recognition result of the audio track.

Abstract: The disclosed embodiments provide a system for managing a counting use case. During operation, the system matches, to a first counting use case, a first parameter of a first unified request over an application programming interface (API) provided by a unified counting platform. Next, the system identifies, based on metadata for configuring the first counting use case in the unified counting platform, a first counting solution assigned to the first counting use case. The system then formats a first set of parameters in the first unified request into a first adapted request that is transmitted to the first counting solution. The system also formats a first response to the first adapted request from the first counting solution into a first unified response to the first unified request. Finally, the system transmits the first unified response to a first source of the first unified request.

Abstract: A method and system are provided for updating an elliptic curve (EC) base point G, with the EC basepoint used in encryption and coding of video data. A candidate base point G is generated that includes additional data used for validation purposes and checked as a valid base point before transmission and use.

Abstract: A container assembly comprises a V-shaped container having a V-shaped cross-section and being formed from freezer-safe material, and a support base having a V-shaped groove sized to received and cooperate with the container thereby to support the container during filling with freezable liquid. Also disclosed is a freezer container support structure comprising two or more plates and at least two spaced support members. The support members are adapted to engage the plates in spaced locations along the support members, to maintain one or more freezer containers between the plates during freezing of a freezable liquid contained in each said freezer container.

Abstract: In some embodiments, a computer-implemented method is disclosed. The method comprises receiving a plant image from a user device and applying a first digital model to first regions within the image for classifying each of the first regions into a class of a first set of classes corresponding to a first plurality of plant diseases, a healthy condition, or a combination of a second plurality of plant diseases. The method also includes applying a second digital model to one or more second regions within the image for classifying each of the one or more second regions into a class of a second set of classes corresponding to the second plurality of plant diseases. The method then includes transmitting classification data related to the classes of the first set of classes and the classes of the second set of classes to the user device into which the regions are classified.

Abstract: The invention relates to a system and method for treating wastewater onboard a marine vessel or other limited space application where wastewater treatment is required. In one embodiment of the invention, two polar opposite wastewater treatment processes are incorporated into the same treatment system. The system is a hybrid treatment unit that combines a conventional wastewater treatment using a moving bed biofilm reactor (MBBR) process-based biological treatment unit in combination with a novel electrochemical advanced oxidation process (EAOP) via an in-situ sodium hypochlorite recirculation. The clarified and disinfected effluent from this hybrid treatment unit is filtered to remove residual TSS. The filtered and disinfected effluent is discharged after dechlorination/neutralization. On-site maintenance disinfectant can be produced via the electrochemical/electrochlorination/electro-oxidation process and used for both treatment unit cleaning and disinfection.

Abstract: Aspects of the present invention provide methods, apparatuses, systems, computing devices, computing entities, and/or the like for identifying data processing activities associated with various data assets based on data discovery results. In accordance various aspects, a method is provided comprising: identifying and scanning data assets to detect a subset of the data assets, wherein each asset of the subset is associated with a particular data element used for target data; generating a prediction for each pair of data assets of the subset on the target data flowing between the pair; identifying a data flow for the target data based on the prediction generated for each pair; and identifying a data processing activity associated with handling the target data based on a correlation identified for the particular data element, the subset, and/or the data flow with a known data element, subset, and/or data flow for the data processing activity.

Abstract: An aerosol generating system includes a heater assembly and a manually operated pump. The pump includes a hollow member with an inlet portion and an outlet portion. The inlet portion of the hollow member is configured connectable with a liquid storage portion. The outlet portion of the hollow member is in fluid communication with a dispensing assembly. The pump is configured to dispense a liquid material onto the heater assembly. The pump is configured to pump the liquid material from the liquid storage portion via the dispensing assembly and onto the heater assembly.

Abstract: Techniques for mixed-precision data manipulation for neural network data computation are disclosed. A first left group comprising eight bytes of data and a first right group of eight bytes of data are obtained for computation using a processor. A second left group comprising eight bytes of data and a second right group of eight bytes of data are obtained. A sum of products is performed between the first left and right groups and the second left and right groups. The sum of products is performed on bytes of 8-bit integer data. A first result is based on a summation of eight values that are products of the first group's left eight bytes and the second group's left eight bytes. A second result is based on the summation of eight values that are products of the first group's left eight bytes and the second group's right eight bytes. Results are output.

Abstract: A hair extension comprising plurality of bands having hair wefts secured thereto with micro loops adhered between the plurality of bands for attachment to the wearer's native hair. A first band has a front side and a back side and an extension weft is attached to either the front side or the backside, or both. micro links are attached with adhesive. A second band has a front side and a back side and may also have an extension weft attached to either the front side or the back side or both. Micro links are secure to either the back side of the first band or the back side of the second band, or both. The back sides of the two bands are sandwiched together with the micro links therebetween and with the extension hair exposed either exteriorly or interiorly. Also provided is a micro link wrapped with a material on which extension hair is secured. The wearer's native hair is pulled through an inner annulus of the micro link, thus concealing the micro link from view.

Abstract: A system and method for the preparation of electronic publications or “ePubs” that provide a rich multimedia experience to readers using any of a variety of user devices, without requiring those individuals wishing to prepare such ePubs to install proprietary client applications on the computing device used to prepare the ePubs, and without the need to download a large portion or all of the ePub to enable viewing on an electronic device of an end-user.

Abstract: An illumination device and method is provided herein for calibrating individual LEDs and photodetector(s) included within the illumination device, so as to obtain a desired luminous flux and a desired chromaticity of the device over time as the LEDs age. Specifically, a calibration method is provided herein for characterizing each emission LED and each photodetector separately. The wavelength and intensity of the illumination produced by each emission LED is accurately characterized over a plurality of different drive currents and ambient temperatures, and at least a subset of the wavelength and intensity measurement values are stored with a storage medium of the illumination device for each emission LED. The responsivity of the photodetector is accurately characterized over emitter wavelength and photodetector junction temperature, and results of said characterization are stored with the storage medium.