Abstract: A method, apparatus, non-transitory computer readable medium, and system for image generation include obtaining, via a user interface, an input image and a user input that indicates a frame for modifying the input image including a first region inside of the input image and a second region outside of the input image, and excluding a third region inside of the input image. A modified image is generated using an image generation model. The modified image includes original content from the input image in the first region and generated content in the second region, and excluding content from the input image in the third region. The modified image is presented for display in the user interface.

Abstract: A method, apparatus, non-transitory computer readable medium, and system for image generation include obtaining, via a user interface, a reference image and generating, using an image generation model, a synthesized image based on the reference image. A layered image is generated including the synthesized image in a first layer of the layered image and the reference image in a second layer of the layered image. The layered image is then presented for display in the user interface.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating realistic extensions of images. In one aspect, a method comprises providing an input that comprises a provided image to a generative neural network having a plurality of generative neural network parameters. The generative neural network processes the input in accordance with trained values of the plurality of generative neural network parameters to generate an extended image. The extended image has (i) more rows, more columns, or both than the provided image, and (ii) is predicted to be a realistic extension of the provided image. The generative neural network is trained using an adversarial loss objective function.

Abstract: Methods, non-transitory computer readable media, apparatuses, and systems for image inpainting include obtaining, via a user interface, an input image and a local content preservation value and receiving a content generation selection. The content generation selection applies the local content preservation value to at least one pixel of the input image. An image generation model then generates an output image based on the input image and the content generation selection. The output image includes synthetic content in a region specified by the content generation selection, and a degree of adherence of the synthetic content to the input image is based on the local content preservation value.

Abstract: Systems and methods for non-destructive image editing are described. Embodiments are configured to obtain, via a document editor user interface, a selection input identifying a portion of a first image displayed in the document editor user interface. According to some aspects, the first image is part of a first layer of a multilayer document. Embodiments are further configured to: obtain an image generation text prompt; generate, using an image generation network, a second image based on the first image and the image generation text prompt; and present, via a multilayer window of the document editor user interface, a first element representing the first layer of the multilayer document and a second element representing a second layer of the multilayer document. The first element includes the first image and the second element includes the second image and a mask corresponding to the portion of the first image.

Abstract: The technology relates in part to methods for controlling the activity or elimination of therapeutic cells using molecular switches that employ distinct heterodimerizer ligands, in conjunction with other multimeric ligands. The technology may be used, for example to activate or eliminate cells used to promote engraftment, to treat diseases or condition, or to control or modulate the activity of therapeutic cells that express chimeric antigen receptors or recombinant T cell receptors.

Abstract: Systems and methods for image processing are provided. Embodiments of the present disclosure obtain an image and a target dimension for expanding the image. The system generates a prompt based on the image using a prompt generation network. A diffusion model generates an expanded image based on the image, the target dimension, and the prompt, where the expanded image includes additional content in an outpainted region that is consistent with content of the image and the prompt.

Abstract: Provided are methods for activating an antigen-presenting cell and eliciting an immune response by inducing an inducible pattern recognition receptor adapter, or adapter fragment, and CD40 activity. Also provided are nucleic acid compositions comprising sequences coding for chimeric proteins that include an inducible CD40 peptide and an inducible pattern recognition receptor adapter or adapter fragment.

Abstract: A context awareness engine may include processing circuitry configured to receive a context update request from a content provider for an originator of a content request from a source internet protocol (IP) address associated with a dynamic context, determine updated context information for the originator based on the source IP address, and provide the updated context information to the content provider to enable the content provider to provide a response to the content request including requested content or additional content that is based on the updated context information.

Abstract: In one or more embodiments, a method includes selecting a cemented carbide substrate from a plurality of cemented carbide substrates in a substrate inventory. Each of the plurality of cemented carbide substrates have a substantially planar top surface. The method also includes emitting a plurality of laser pulses from a laser towards at least the substantially planar top surface of the cemented carbide substrate to ablate selected regions of the cemented carbide substrate thereby forming the cemented carbide substrate into a selected shape.

Abstract: A joint for connecting a center wing box to a bulkhead of an aircraft. The joint includes a flex angle member with a first section shaped to abut against and be connected to the center wing box, a second section shaped to abut against and be connected to a first side of the deck of the bulkhead, and an intermediate rounded corner positioned between the first and second sections. First support members are attached to the center wing box at first pins and support a first side of the second section of the flex angle member. Second support members are attached to the web of the bulkhead at second pins and support a second side of the second section of the flex angle member. The first support members are positioned on a first side of the deck of the bulkhead and the second support members are positioned on an opposing second side of the deck.

Abstract: A context awareness engine may include processing circuitry configured to receive a context update request from a content provider for an originator of a content request from a source internet protocol (IP) address associated with a dynamic context, determine updated context information for the originator based on the source IP address, and provide the updated context information to the content provider to enable the content provider to provide a response to the content request including requested content or additional content that is based on the updated context information.

Abstract: The technology relates in part to methods for inducing partial apoptosis of cells that express an inducible caspase polypeptide. The technology further relates in part to methods for inducing partial apoptosis of cells that express an inducible modified caspase polypeptide, having a modified dose response curve to the multimeric ligand inducer. The technology also relates in part to methods for cell therapy using cells that express the inducible caspase polypeptide or the inducible modified caspase polypeptide, where the proportion of caspase polypeptide-expressing cells eliminated by apoptosis is related to the administered amount of the multimeric ligand inducer.

Abstract: Generally, the present disclosure is directed to systems and methods for measuring heart rate and respiratory rate using a camera such as, for example, a smartphone camera or other consumer-grade camera. Specifically, the present disclosure presents and validates two algorithms that make use of smartphone cameras (or the like) for measuring heart rate (HR) and respiratory rate (RR) for consumer wellness use. As an example, HR can be measured by placing the finger of a subject over the rear-facing camera. As another example, RR can be measured via a video of the subject sitting still in front of the front-facing camera.

Abstract: Apparatus and associated methods relate to removing an adhesively-attached component from a circuit board assembly. A complementary pair of high-permeability members are positioned on opposite sides of the circuit board assembly about the adhesively-attached component. Then, a magnetic field is induced within the complementary pair of high permeability members via a coil driver generating an AC current in an inductive coil circumscribing a central pedestal of the complementary pair of high-permeability members. The magnetic field induced is directed through the adhesively-attached component via a central pedestal located proximate the adhesively-attached component. A return path for the magnetic field is provided about a periphery of the adhesively-attached component via a peripheral pedestal.

Abstract: An apparatus (1) for dry powder coating a filter (2), comprising: i) a filter holder for holding a filter; ii) an inlet passage (5) for receiving a mixture of dry powder and gas, the inlet passage (5) communicating in use with an inlet face (3) of the filter (2) held by the filter holder; and iii) an outlet passage (6) comprising a first end (31) communicating in use with an outlet face (4) of the filter (2) held by the filter holder and a second end (32) communicating with a vacuum generator (9). The inlet passage (5) comprises a diffuser (21) , and a divergent portion (22), downstream of the diffuser (21), that is outwardly tapered, or otherwise increases in its area for flow, towards the inlet face (3) of the filter (2).

Abstract: A context awareness engine may include processing circuitry configured to receive a context update request from a content provider for an originator of a content request from a source internet protocol (IP) address associated with a dynamic context, determine updated context information for the originator based on the source IP address, and provide the updated context information to the content provider to enable the content provider to provide a response to the content request including requested content or additional content that is based on the updated context information.

Abstract: A dynamic quest-based experience system of an amusement park includes a memory storing instructions and a processor configured to execute the instructions to cause the processor to receive a user input from a computing device indicative of starting a dynamic quest-based narrative, in which the dynamic quest-based narrative includes a plurality of sets of information. The instructions further cause the processor to place an identifier associated with the computing device in a virtual queue associated with a narrative endpoint of the amusement park, select a set of information from the plurality of sets of information based on a determined parameter, wherein the set of information is associated with a requested task, and output the set of information to the computing device.

Abstract: A joint for connecting a center wing box to a bulkhead of an aircraft. The joint includes a flex angle member with a first section shaped to abut against and be connected to the center wing box, a second section shaped to abut against and be connected to a first side of the deck of the bulkhead, and an intermediate rounded corner positioned between the first and second sections. First support members are attached to the center wing box at first pins and support a first side of the second section of the flex angle member. Second support members are attached to the web of the bulkhead at second pins and support a second side of the second section of the flex angle member. The first support members are positioned on a first side of the deck of the bulkhead and the second support members are positioned on an opposing second side of the deck.

Abstract: A context awareness engine may include processing circuitry configured to receive a context update request from a content provider for an originator of a content request from a source internet protocol (IP) address associated with a dynamic context, determine updated context information for the originator based on the source IP address, and provide the updated context information to the content provider to enable the content provider to provide a response to the content request including requested content or additional content that is based on the updated context information.