Abstract: In a general aspect, input data for a computer process are preprocessed by a preprocessor unit that includes a quantum processor. In some aspects, a preprocessor unit obtains input data for a computer process that is configured to run on a computer processing unit. Randomized parameter values are computed for variable parameters of a quantum logic circuit based on the input data. A classical processor in the preprocessor unit computes the randomized parameter values from the input data and a set of random numbers. A quantum processor in the preprocessor unit produces quantum processor output data by executing the quantum logic circuit having the randomized parameter values assigned to the variable parameters. Preprocessed data generated based on the quantum processor output data are then provided as the input for the computer process configured to run on the computer processing unit.

Abstract: A method of balancing a dataset for a machine learning model includes identifying confusing classes of few-shot classes for a machine learning model during validation. One of the confusing classes and an image from one of the few-shot classes are selected. An image perturbation is computed such that the selected image is classified as the selected confusing class. The selected image is modified with the computed perturbation. The modified selected image is added to a batch for training the machine learning model.

Abstract: A user-interface for visualizing a colonoscopy procedure includes a video region and a navigational map upon which coverage annotations are displayed. A live video feed received from a colonoscope is displayed in the video region. The navigational map depicts longitudinal sections of a colon. The coverage annotations are presented on the navigation map and indicate whether one or more of the longitudinal sections is deemed adequately inspected or inadequately inspected during the colonoscopy procedure.

Abstract: Systems and devices for controlling flow of a fluid through a valve are provided. A valve plug can include a hub. The hub can include a hub body having a longitudinal axis extending through the hub body and a bore extending along the longitudinal axis extending through the hub body. The hub can also include at least one elliptically-shaped protrusion integrally formed within the hub body. The valve plug can also include a dome having a first surface, a second surface opposite the first surface, and at least one side wall extending between the first surface and the second surface around a circumference of the dome. The valve plug can also include at least one arm extending between the hub body and the second surface of the dome. The valve plug can be coupled to a drive shaft and a controller in a variety of non-limiting valve types.

Abstract: The technology relates to determining a source of a horn honk or other noise in an environment around one or more self-driving vehicles. Aspects of the technology leverage real-time information from a group of self-driving vehicles regarding received acoustical information. The location and pose of each self-driving vehicle in the group, along with the precise arrangement of acoustical sensors on each vehicle, can be used to triangulate or otherwise identify the actual location in the environment for the origin of the horn honk or other sound. Other sensor information, map data, and additional data can be used narrow down or refine the location of a likely noise source. Once the location and source of the noise is known, each self-driving vehicle can use that information to modify current driving operations and/or use it as part of a reinforcement learning approach for future driving situations.

Abstract: A robotic orchard spraying system having autonomous delivery vehicles (ADV), each autonomously delivering an amount of a premixed solution over a non-overlapping path verified by a forward-looking sensor, video, or both. Also, a mobile control center, configured to wirelessly inform the autonomous delivery vehicle of the path within the areas and to confirm that the autonomous delivery vehicle is following the path within the area. Additionally, a mapper vehicle generates the path within the area, the mapper vehicle being configured to communicate information about the path and the area to the command center. The mapper vehicle senses the path with a forward-looking LiDAR sensor, and senses the area with a GPS sensor. Moreover, a nurse truck has a reservoir of premixed solution for replenishing a tank of the ADV. ADVs and the control center communicate over a radio network, which may be a mesh network, a cellular network, or both.

Abstract: Systems and methods for manufacturing and inserting a pre-determined number of material-filled pouches into containers are disclosed. A system includes a pouch providing system comprising a plurality of lanes, wherein each one of the plurality of lanes includes a pouch making machine and a hold-back structure. The system also includes a conveyor system structured and arranged to move a plurality of containers into alignment with the plurality of lanes. The system further includes a controller structured and arranged to control the hold-back structure in each one of the plurality of lanes such that the pre-determined pouches are inserted into the plurality of containers when the plurality of containers are aligned with the plurality of lanes.

Abstract: A carrier for holding a plurality of containers includes a plurality of panels forming a front portion, a back portion, and a central portion extending from the front portion to the back portion, the front portion having a front attachment panel for at least partially receiving a respective container of the plurality of containers, the back portion having a back attachment panel for at least partially receiving a respective container of the plurality of containers, the central portion having a central panel, and locking features for maintaining an erected configuration of the carrier, the locking features including at least one male locking feature extending from a respective panel of the plurality of panels and being at least partially received in a respective at least one female locking feature at least partially defined in a respective panel of the plurality of panels.

Abstract: A method for seamless access control according to one embodiment includes determining whether a user is authorized to access a passageway controlled by an access control device based on credential data received from a mobile device of the user, determining, by a RADAR system, a location of the user relative to the passageway, determining whether the user intends to access the passageway based on the determined location of the user relative to the passageway, and controlling, by the access control device, a lock mechanism to allow the user access to the passageway in response to determining that the user is authorized to access the passageway and the user intends to access the passageway.

Abstract: Wireless communications are described. A wireless device may receive grants for transmission in uplink time intervals. The time intervals may overlap. The grants for transmission may include grants for transmission via cells of different cell groups. A cell of one of the cell groups may be an unlicensed cell. Transmission power for one of the time intervals may be adjusted. The transmission power adjustment may be based on one of the time intervals starting later than another one of the time intervals and a listen before talk procedure indicating a clear channel for one of the cells.

Abstract: A system or device for mounting personal electronics such as tablet computers, smart phones, or laptops to seatbacks during travel. The device uses a series of jointed elements to allow for securing the device to a variety of seatbacks commonly found in automobiles, buses, trains, aircraft, and watercraft. The device also allows for personal electronics of varying shapes, sizes, and configurations to be secured to the seatback through the device so that a user may comfortably use his or her personal electronics without interfering with a tray table or requiring the user to hold his or her personal electronic items.

Abstract: An ignition device for a biomass particle fuel barbecue grill and a heater, the device comprising an electrode rod (2), an igniter (3) and a wire (5), wherein the electrode rod (2) is arranged at the bottom part of a biomass particle fuel combustion area, (1) in a biomass particle barbecue grill body. Specifically, a hole site is arranged at the bottom part of the biomass particle fuel combustion area (1) for fixing and installing the electrode rod, (2) and making contact with biomass particles in the biomass particle fuel combustion area (1); the igniter (3) is fixedly arranged at a suitable position on the outer surface of the biomass particle barbecue grill body; and the igniter (3) is connected to the electrode rod (2) by means of the wire (5).

Abstract: Various embodiments are directed to a conveyor assembly and method of using the same. In various embodiments, a conveyor assembly may comprise a plurality of rollers defining a conveyor section configured for transporting one or more objects disposed thereon along a transportation path, wherein the plurality of rollers comprises a drive roller, the drive roller being selectively configurable between a first operating condition and a second operating condition; and a controller configured to generate one or more control signals to control the drive roller; wherein the conveyor section is selectively configurable between a single-zone configuration and a dual-zone configuration based on the configuration of the drive roller in one of the first operating condition and the second operating condition, the dual-zone configuration being defined by the drive roller selectively driving operation of a first conveyor zone and a second conveyor zone defined within the conveyor section independently of one another.

Abstract: Systems, methods, and articles of manufacture provide for a mold system for molding structures (e.g., sand castles) from one or more various types of molding substances (e.g., sand, clay, snow). In one embodiment, a mold system comprises a split mold comprising at least two mold sections. In one embodiment, a modular mold system allows for different types of mold sections with corresponding joining elements to be joined together to create forms for molding various types of structures. In some embodiments, mold sections are configured to facilitate the breaking of a vacuum created when molding substances are packed into the mold system, thus making it easier to separate a mold from the formed structure.

Abstract: A method and a system for analysis of executable files are provided. The method comprises: obtaining a plurality of training executable files including at least one malicious executable file and at least one benign executable file; analyzing the plurality of training executable files to extract therefrom data including a plurality of features; transforming the data organizing the plurality of features in sets of features, a given one of which includes features of a respective predetermined type; identifying, in the given set of features, informative features indicative of a given training executable file being one of malicious and benign; combining, over the plurality of training executable files, for the respective predetermined data type, the informative features to generate at least one feature vector; and training, based on the at least one feature vector, at least one of classifier to determine if an in-use executable file is one of malicious and benign.

Abstract: The present invention is directed to a child resistant double seam container lid including an adapter ring for securely affixing to the double seam top rim of conventional double seamed containers that will be difficult for children to open, yet readily openable by adults. More particularly, a one-piece, two-piece, and three-piece child resistant double seam affixable container lid is provided having a first piece lid portion first, a second piece adapter ring locking member second piece and optionally a third piece securing unit piece, with rotational alignment indicators, and optional additional integral features such as a liquid measuring cup feature, a liquid tight lid feature, a threaded lid portion, a replaceable double seam container lid portion and a double seam container lid locking member adapter ring securely affixable to the double seam container.