Abstract: A method for training a GAN to transfer lighting from a reference image to a source image includes: receiving the source image and the reference image; generating a lighting vector from the reference image; applying features of the source image and the lighting vector to a generative network of the GAN to create a generated image; applying features of the reference image and the lighting vector to a discriminative network of the GAN to update weights of the discriminative network; and applying features of the generated image and the lighting vector to the discriminative network to update weights of the generative network.

Abstract: Computer-implemented methods for telemetry data processing and representations for foundation models are provided. Aspects include generating a graph data structure based on processing telemetry data associated with at least one computer system, where the graph data structure is representative of a set of events and a set of entities associated with the at least one computer system. Aspects include generating a textual representation of behavioral information associated with at least one entity of the set of entities and at least one event of the set of events, based on one or more subgraphs included in the graph data structure. Aspects include obtaining an analysis result associated with the at least one computer system based on processing the textual representation by one or more models.

Abstract: A method of operating a modular exoskeleton system, the method comprising: monitoring for one or more actuator units being operably coupled to or removed from the modular exoskeleton system, the modular exoskeleton system comprising at least a first actuator unit configured to be operably coupled and removed from the modular exoskeleton system; determining that the first actuator unit has been operably coupled to the modular exoskeleton system; determining the first actuator unit has been associated with a first body portion of the user; determining a first new operating configuration based at least in part on the determination that the first actuator unit has been operably coupled to the modular exoskeleton system and the determination that the first actuator unit has been associated with the first body portion of the user; and setting the first new operating configuration for the modular exoskeleton system.

Abstract: An online system identifies recipes that are most likely to be pertinent to particular users of the system. To do so, the online system uses an association table containing degrees of association between pairs of possible ingredients, identifying degrees of association between the constituent ingredients of various possible recipes and between ingredients from known user personalization data about the user to whom recipes are being recommended. These degrees of association are used to compute a score for each recipe as a whole, with the highest scores indicating the most pertinent recipes for the user in question. The most pertinent recipes, and/or the constituent ingredients of those recipes, are recommended to the user, and the system may additionally aid the user in obtaining the full complement of ingredients for a recommended recipe. The system may also build the association table as a co-occurrence graph of pairs of items that were previously purchased together by users of the system.

Abstract: The present invention relates to polypeptides which are covalently bound to molecular scaffolds such that two or more peptide loops are subtended between attachment points to the scaffold. In particular, the invention describes peptides which are high affinity binders of CD137. The invention also includes drug conjugates comprising said peptides, conjugated to one or more effector and/or functional groups, to pharmaceutical compositions comprising said peptide ligands and drug conjugates and to the use of said peptide ligands and drug conjugates in preventing, suppressing or treating a disease or disorder mediated by CD137.

Abstract: The invention relates to an in vitro quantative cell-based assay that uses a primary mouse cell model system permissive to viral vector infection and a quantitative high content image-based system for determining potency of a transgene-expressing viral vector drug product for lot disposition.

Abstract: A database system operates by: generating first segment addendum data indicating at least one addendum part indicating at least one change to a first segment of a plurality of segments, updating segment part activation data to indicate a first ownership sequence number (OSN) range for activation of the first segment addendum data during query execution, executing a first query, having a first ownership sequence number, based on accessing the first segment in response to first data ownership information tagged with the first ownership sequence number indicating activation of the first segment, and further based on foregoing applying of the at least one addendum part for the first segment in response to the first ownership sequence number falling outside of the first OSN range indicated in the segment part activation data for the first segment addendum data, and executing a second query, having a second ownership sequence number, based on accessing the first segment in response to second data ownership informat

Abstract: Methods are described herein for screening an antibody producing cell within a microfluidic environment. The antibody producing cell may be a B cell lymphocyte, which may be a memory B cell or a plasma cell. An antigen of interest may be brought into proximity with the antibody producing cell and binding of the antigen by an antibody produced by the antibody producing cell may be monitored. Methods of obtaining a sequencing library from an antibody producing cell are also described.

Abstract: An intelligence platform determines that a package was delivered to a location, and receives real-time information associated with the package or location. The real-time information includes sensor data received from one or more sensor devices disposed proximate to the package, or third party data received from one or more third party devices associated with a geographic region that includes the location to which the package was delivered. The intelligence platform determines, using a machine learning model, a score for the package based on the real-time information, where the score predicts a measure of vulnerability of the package, and determines whether to retrieve or protect the package based on the score. The intelligence platform selects an unmanned vehicle (UV) to retrieve or protect the package based on vehicular data, and transmits instructions to the UV to cause the UV to navigate to the package and retrieve or protect the package.

Abstract: An artificial intelligence-based system and method for automatically generating and adjusting tags associated with one or more UI/UX related components or features is provided. Analysis may be performed on the data collected by the one or more tags so that design change recommendations can be dynamically recommended and/or implemented. When design changes are implemented, the system may automatically reconfigure or adjust all relevant tags. The AI-based system may be a standalone platform or may be incorporated into existing UI/UX programs.

Abstract: An intelligence platform determines that a package was delivered to a location, and receives real-time information associated with the package or location. The real-time information includes sensor data received from one or more sensor devices disposed proximate to the package, or third party data received from one or more third party devices associated with a geographic region that includes the location to which the package was delivered. The intelligence platform determines, using a machine learning model, a score for the package based on the real-time information, where the score predicts a measure of vulnerability of the package, and determines whether to retrieve or protect the package based on the score. The intelligence platform selects an unmanned vehicle (UV) to retrieve or protect the package based on vehicular data, and transmits instructions to the UV to cause the UV to navigate to the package and retrieve or protect the package.

Abstract: A network-connected security device is communicatively coupled to an audio/video (A/V) recording and communication device having a camera and a speaker. A method receives video data captured by the camera, and performs an object recognition algorithm upon the received video data to identify an object therein. The method performs a table lookup using the identified object, into a data structure that associates objects with at least one description of a predefined voice message. The method selects a description of a predefined voice message associated with the identified object, and transmits the selected description's predefined voice message to the A/V recording and communication device for output through the speaker.

Abstract: An intelligence platform determines that a package was delivered to a location, and receives real-time information associated with the package or location. The real-time information includes sensor data received from one or more sensor devices disposed proximate to the package, or third party data received from one or more third party devices associated with a geographic region that includes the location to which the package was delivered. The intelligence platform determines, using a machine learning model, a score for the package based on the real-time information, where the score predicts a measure of vulnerability of the package, and determines whether to retrieve or protect the package based on the score. The intelligence platform selects an unmanned vehicle (UV) to retrieve or protect the package based on vehicular data, and transmits instructions to the UV to cause the UV to navigate to the package and retrieve or protect the package.

Abstract: An artificial intelligence-based system and method for automatically generating and adjusting tags associated with one or more UI/UX related components or features is provided. Analysis may be performed on the data collected by the one or more tags so that design change recommendations can be dynamically recommended and/or implemented. When design changes are implemented, the system may automatically reconfigure or adjust all relevant tags. The AI-based system may be a standalone platform or may be incorporated into existing UI/UX programs.

Abstract: An artificial intelligence-based system and method for automatically generating and adjusting tags associated with one or more UI/UX related components or features is provided. Analysis may be performed on the data collected by the one or more tags so that design change recommendations can be dynamically recommended and/or implemented. When design changes are implemented, the system may automatically reconfigure or adjust all relevant tags. The AI-based system may be a standalone platform or may be incorporated into existing UI/UX programs.

Abstract: A system and method are disclosed in which cash deposits may be made at merchant locations who support such deposits. Using a mobile phone or other hand-held device, a bank customer requests a cash deposit from a banking app, receives a barcode on the mobile device, the barcode containing embedded information indicating the cash deposit amount, and presents the barcode to the merchant, along with the cash to be deposited. Once the transaction with the merchant is complete, the account of the bank customer's account is credited with the cash amount. The bank uses behavioral and historical data of the bank customer to customize a cash deposit limit for the customer.

Abstract: A dunnage conversion machine converts a sheet stock material into a dunnage product that is relatively thicker and less dense than the stock material. The conversion machine includes a conversion assembly that draws the sheet stock material therethrough and randomly crumples at least a portion of the sheet stock material. Before severing a discrete dunnage product of a desired length from the substantially continuous length of sheet stock material, the random crumpling is minimized or eliminated in an area to be cut to reduce or eliminate the production of scrap shards of sheet stock material during the cutting operation.

Abstract: Disclosed are systems and methods for validating institutional or individual credentials and generating public facing electronic insignias representative of the validated credentials. Financial institutions maintain vast amounts of data regarding customers, and in particular data relating to financial history and performance. The disclosed systems and methods provide a novel framework for leveraging such data in order to generate and/or validate credential data. In some embodiments, an immutable ledger maintained at one or more databases in communication with financial institutions may store electronic credential records regarding an institution or individual that can be analyzed and accessed in order to assign an entity to a specific accreditation tier.

Abstract: A network-connected security device is communicatively coupled to an audio/video (A/V) recording and communication device having a camera and a speaker. A method receives video data captured by the camera, and performs an object recognition algorithm upon the received video data to identify an object therein. The method performs a table lookup using the identified object, into a data structure that associates objects with at least one description of a predefined voice message. The method selects a description of a predefined voice message associated with the identified object, and transmits the selected description's predefined voice message to the A/V recording and communication device for output through the speaker.