Abstract: Systems and methods for novel uses and/or improvements to data labeling applications, particularly data labeling applications involving sensitive data. As one example, systems and methods are described herein for preventing sensitive data leakage, using weak learner libraries, during label propagation.

Abstract: A household composting device having housing and composting regions for receiving compostable waste material, the device further having a bucket positioned within the housing, a grinding assembly, and a condenser assembly, configured to: facilitate an outlet air flow leaving the composting region via an air outlet; expose the outlet air outlet to a cooler air flow to cause the air flow to condense into a condensate and an inlet airflow; capture the condensate; and redirect the inlet airflow into the composting region. In addition, there is a system and method for the creation of a waste reduction digital currency, based on waste reduction by the device, the method including receiving, from the waste reduction device, a waste reduction data; validating, by a validator, the waste reduction data; and calculating a number of waste reduction digital currency, based on the validated waste reduction data.

Abstract: Provided herein are functionalized monoclonal antibodies (mAbs) including antibody fragments covalently linked to a peptide compound through a disulfide linkage. The disulfide linkage is between a cysteine in the Fab region of the antibody or fragment thereof and a thiol moiety of a side chain amino acid of the peptide compound. The covalently formed complexes including provided herein form highly stable and versatile drug delivery and diagnostic compositions.

Abstract: An aerosol provision system (1) comprising a consumable (2), and an aerosol provision device (4) which is configured to receive the consumable (2). The aerosol provision device (4) comprises a receptacle (8) for receiving the consumable. Also provided is a cover (103) which is moveable between a first. closed. position CI in which the cover (103) at least partially covers the receptacle (8), and a second, open, position C2 in which the cover at least partially exposes the receptacle (8). A first portion (79), such as a light source (81) or an aerosol generator (40), or a sensor (101), is configured to be controlled in response to there being a determination that the cover has moved to the second position C2. In this way, the first portion (79) may be operated in response to the cover (103) is determined as having been opened, to save power in the aerosol provision system (1) by not operating the portion (79) beforehand.

Abstract: Pharmaceutical compositions of anti-TSLP-R antibodies, and uses thereof, are provided herein. The pharmaceutical compositions can comprise for example, an anti-TSLP-R antibody, or antigen-binding fragment thereof, a pharmaceutically acceptable buffer, an excipient, and a surfactant, or other compositions as provided for herein.

Abstract: A patient support apparatus and a portable service tool are adapted to communicate with each other in order to allow a user of the service tool to wirelessly update software executed by the patient support apparatus. In some embodiments, the patient support apparatus displays a coded message that encodes network credentials (e.g. SSID, password, etc.) and the software tool is adapted to capture an image of the coded message, decode the message, and then set up a wireless network having the decoded network credentials. The patient support apparatus then automatically joins the network and receives one or more wireless software updates. The service tool may alternatively or additionally connect to a healthcare facility network and upload software to a server thereon, which then downloads the software to the patient support apparatus over the healthcare facility computer network.

Abstract: A phase separator includes an inlet of an inlet duct to receive two-phase flow from a two-phase flow source that is in line with the inlet duct. The two-phase flow includes gas and liquid. The phase separator also includes a liquid permeable membrane arranged at an outlet of the inlet duct to pass the liquid for capture while diverting the gas to result in an annular flow of the gas around the liquid permeable membrane. An outlet of an outlet duct outputs the gas that is separated from the liquid and that results in the annular flow of the gas.

Abstract: A tablet computing system may include a housing member defining a first portion of a back exterior surface of the tablet computer, at least a portion of a side exterior surface of the tablet computer, a raised rim extending from the back exterior surface and at least partially defining a sensor assembly hole extending through the housing member, and a support ledge positioned in the sensor assembly hole. The tablet computing system may also include a frame member positioned at least partially in the sensor assembly hole and coupled to the support ledge, a camera bracket coupled to the frame member, a first camera module coupled to the camera bracket, aa second camera module coupled to the camera bracket, the camera bracket fixing the relative positions of the first camera module and the second camera module, and a cover member positioned in the sensor assembly hole and attached to the frame member.

Abstract: A filter assembly for separating microcarriers from a fluid medium includes a collapsible container bounding a sterile compartment adapted to hold a fluid. An inlet port is attached to the container through which fluid flows into the compartment. An outlet port is attached to the container through which fluid flows out of the compartment. A filter is disposed within the compartment, the filter dividing the compartment into an inlet chamber that is fluidly coupled with the inlet port and an outlet chamber that is fluidly coupled with the outlet port, the filter allowing a medium to pass therethrough but preventing microcarriers disposed in the medium from passing therethrough.

Abstract: In some example embodiments, there is provided a method, which includes sending a message to a server, wherein the message includes a request for a share code to enable another user to access, via a first computer, analyte data obtained from a host-patient associated with a receiver and/or an analyte report for the host-patient associated with the receiver; receiving, in response to the sending, the share code generated by the server, wherein the share code comprises a checksum portion, a password portion, and an identifier portion indicative of the host-patient; generating a user interface view including the share code; and displaying the user interface view including the share code, wherein the share code enables the other user to access, via the first computer, the analyte data and/or the analyte report. Related systems, methods, and articles of manufacture are also disclosed.

Abstract: A system to generate a graphical user interface to display a presentation of a set of shared user groups between users of a social networking service is described. Embodiments of the present disclosure relate generally to systems for: receiving an identification of a second user from a user account of a first user; identifying a user group that includes the first user and the second user in response to the identification of the second user from the user account of the first user; retrieving user identifiers of the first user and the second user, wherein the user identifiers may include graphical avatars; generating a group identifier based on the user identifiers; and causing display of a presentation of the user group at a client device.

Abstract: A lift system for a baler implement includes a hanger including a hanger body defining a first aperture and a second aperture. The first aperture is positioned such that a center of gravity of the hanger body is located within the first aperture. The second aperture is positioned vertically below the first aperture. A lift line includes an upper end portion secured to a line actuator, and a lower end portion supporting the hanger. The lower end portion of the lift line is routed through the first aperture and the second aperture and is secured relative to the hanger such that the lift line applies a lift force to the hanger body at the center of gravity of the hanger body. The hanger includes a first pocket and a second pocket at respective ends of the hanger body shaped to capture respective lifting bands on a roll of wrap material.

Abstract: Systems and methods for validating a position of an unmanned aerial vehicle (UAV) are provided. A method can include receiving map data for a location, the map data including labeled data for a plurality of landmarks in a vicinity of the location. The method can include generating image data for the location, the image data being derived from images of the vicinity generated by the UAV including at least a subset of the plurality of landmarks. The method can include determining a visual position of the UAV using the image data and the map data. The method can include determining a Global Navigation Satellite System (GNSS) position of the UAV. The method can include generating an error signal using the visual position and the GNSS position. The method can also include validating the GNSS position in accordance with the error signal satisfying a transition condition.

Abstract: Computer-implemented machines, systems and methods for providing insights about misalignment in a latent space of a machine learning model. A method includes initializing a second weight matrix of a second artificial neural network based on a first weight matrix from a first artificial neural network. The method further includes applying transfer learning between the first artificial neural network and the second artificial neural network. The method further includes comparing the first latent space with the second latent space. The method further includes determining, responsive to the comparing, a first score indicating alignment of the first latent space and the second latent space. The method further includes determining, and responsive to the first score satisfying a threshold, an appropriateness of the machine learning model.

Abstract: A method of processing a polycrystalline diamond material includes exposing at least a portion of a polycrystalline diamond material to a processing solution, the polycrystalline diamond material including a metallic material disposed in interstitial spaces defined within the polycrystalline diamond material. The method includes exposing an electrode to the processing solution, applying a positive charge to the polycrystalline diamond material, and applying a negative charge to the electrode. An assembly for processing a polycrystalline diamond body includes a polycrystalline diamond body and an electrode that are in electrical communication with a volume of processing solution, and a power source configured to apply a positive charge to the polycrystalline diamond body and a negative charge to the electrode.

Abstract: Techniques for animatronic design are provided. A plurality of simulated meshes is generated using a physics simulation model, where the plurality of simulated meshes corresponds to a plurality of actuator configurations for an animatronic mechanical design. A machine learning model is trained based on the plurality of simulated meshes and the plurality of actuator configurations. A plurality of predicted meshes is generated for the animatronic mechanical design, using the machine learning model, based on a second plurality of actuator configurations. Virtual animation of the animatronic mechanical design is facilitated based on the plurality of predicted meshes.

Abstract: A method includes, at a computer system with a display, a housing, and an attachment mechanism, detecting attachment of an accessory to the computer system, where the accessory, while attached, has a predetermined orientation relative to the attachment mechanism, and in response to detecting the attachment of the accessory to the computer system in accordance with a determination that the accessory is a first accessory with first physical dimensions, displaying, on the display, a first visual indication that the accessory has been attached to the computer system, wherein the first visual indication indicates at least one property of the first physical dimensions, and in accordance with a determination that the accessory is a second accessory with second physical dimensions that are different from the first physical dimensions, displaying, on the display a second visual indication that the accessory has been attached to the computer system, wherein the second visual indication indicates at least one property o