Abstract: An image processing system obtains an input image (e.g., a user provided image, etc.) and a mask indicating an edit region of the image. A user selects an image editing mode for an image generation network from a plurality of image editing modes. The image generation network generates an output image using the input image, the mask, and the image editing mode.

Abstract: Various embodiments include methods and devices for implementing a secure user interface. The method may include generating a secure user interface display in a secure execution environment, generating a non-secure display in a normal execution environment, combining the secure user interface and the non-secure display into a combined display, and presenting the combined display via a display device.

Abstract: Embodiment herein provides a method for managing uniqueness constraints associated with entities in a graph database. The method includes receiving a constraint specification of an entity from a constraint management system and receiving a configure operation for maintaining uniqueness requirement in the constraint management system. The method also includes determining a constraint key based on inputs received for maintaining the uniqueness requirement in the constraint management system; and creating a composite unique constraint based on the constraint key. The composite unique constraint comprises properties of the constraint key and a constraint vertex indicating a class of constraints available in the inputs received for maintaining uniqueness requirement. The method also includes storing the composite unique constraint in the constraint specification received from the constraint management system to validate the uniqueness before performing an operation on the entity.

Abstract: Robotic process automation (RPA) systems with improved playback capabilities are disclosed. Certain embodiments can provide resilient playback of software automation processes by providing enhanced capabilities to locate user interface controls within a screen image of a user interface of an application program being utilized by the software automation processes. Using such capabilities, embodiments can provide resilient playback of software automation processes by providing the capability to resolve playback errors by detecting user interface controls within at least one screen image of a user interface that was captured when the software automation process was created. Advantageously, embodiments disclosed herein allow software automation processes to continue to operate over time and thus with greater resiliency and flexibility.

Abstract: A medical device including a proximal end portion and a distal end portion opposite the proximal end portion. An elongate shaft is disposed between the proximal and distal end portions and defines a lumen therebetween. The distal end portion includes a plurality of tubes extending from a distal end of the elongate shaft, the plurality of tubes defining a fluid pathway therein in communication with the lumen for circulation of cryogenic fluid, the plurality of tubes having a common exhaust lumen in fluid communication with the lumen.

Abstract: Technologies for memory on package with reduced package thickness are disclosed. In the illustrative embodiment, a die assembly includes a substrate with a processor die mounted on the top surface and a memory die mounted on the bottom surface. The die assembly is mounted on another substrate, such as a mainboard. A cavity is defined in the mainboard, and the memory die mounted on the bottom surface of the die assembly is positioned in the cavity. Positioning the memory die on the bottom surface of the die assembly can reduce the overall thickness of the die assembly and, therefore, can reduce the overall thickness of a device that incorporates the die assembly.

Abstract: Systems and methods for providing an automated quality assurance framework for infrastructure as code (“IaC”) implementations are provided. Pull requests with proposed change to existing IaC source code (“changed code”) are received from user devices, each associated with either a service enablement team member or an applications development team member. Team specific versions of the quality assurance framework are automatically triggered for the changed code which require successful passage through multiple modules, such as in a successive manner, before automatically being merged into the existing IaC source code.

Abstract: Disclosed herein are external fixation frames for correcting bone deformities. The external fixation frames include a top fixation ring and a bottom fixation ring coupled to one another by at least two struts. A half ring is coupled to bottom fixation ring. The bottom fixation ring is u-shaped. One or more rocker members may be coupled to the bottom fixation ring. The half ring may be hingedly coupled to the bottom fixation ring such that it can rotate with respect to the bottom fixation ring from a first position to a second position.

Abstract: Embodiment herein provides a method for managing relationship constraints associated with entities in a graph database. The method includes receiving, by a relationship constraint management server, a request to perform operation associated with entity and generating, by the relationship constraint management server, an entity configuration file based on the received information of the entity. The request comprises information of entity and, the entity configuration file includes a relationship constraint from a plurality of relationship constraints to be applied while performing the operation. The method includes retrieving, by the relationship constraint management server, metadata corresponding to relationship constraints from a constraint database based on the entity configuration file, and performing, by the relationship constraint management server, the operation associated with the entity based on the metadata corresponding to the relationship constraints and the information of the entity.

Abstract: The disclosure relates to a method and data storage device for managing host requests in the data storage device. The method includes receiving, from a host device, a read request for reading data from the data storage device, identifying a type of the read request, and based on the type of the read request being a random read request, performing one or more first operations related to processing of the read request in parallel with one or more second operations including: fetching a logical block address of the data from the read request; and obtaining a logical-to-physical (L2P) mapping table from a first memory associated with the data storage device, based on the logical block address, the L2P mapping table used for reading the data from the data storage device.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for utilizing machine learning models to generate modified digital images. In particular, in some embodiments, the disclosed systems generate image editing directions between textual identifiers of two visual features utilizing a language prediction machine learning model and a text encoder. In some embodiments, the disclosed systems generated an inversion of a digital image utilizing a regularized inversion model to guide forward diffusion of the digital image. In some embodiments, the disclosed systems utilize cross-attention guidance to preserve structural details of a source digital image when generating a modified digital image with a diffusion neural network.

Abstract: Systems and methods for image processing (e.g., image extension or image uncropping) using neural networks are described. One or more aspects include obtaining an image (e.g., a source image, a user provided image, etc.) having an initial aspect ratio, and identifying a target aspect ratio (e.g., via user input) that is different from the initial aspect ratio. The image may be positioned in an image frame having the target aspect ratio, where the image frame includes an image region containing the image and one or more extended regions outside the boundaries of the image. An extended image may be generated (e.g., using a generative neural network), where the extended image includes the image in the image region as well as generated image portions in the extended regions and the one or more generated image portions comprise an extension of a scene element depicted in the image.

Abstract: A method for authentication of non-fungible tokens (NFTs) includes receiving a validation request for an NFT from an external platform including a smart contract identifier; calculating an authentication score for the NFT based on at least (i) wallet activity associated with a creator blockchain wallet identified based on the smart contract identifier, and (ii) a fraud score of the external platform; and if the calculated authentication score for the NFT is below a predetermined threshold value, transmitting a negative response message to the validation request indicating unsuccessful validation of the NFT, or if the calculated authentication score for the NFT is above the predetermined threshold value, transmitting a positive response message to the validation request indicating successful validation of the NFT and instructing the external platform to execute a smart contract associated with the smart contract identifier.

Abstract: Embodiments of the present disclosure generally relate to methods for cleaning a chamber comprising introducing a gas to a processing volume of the chamber, providing a first radiofrequency (RF) power having a first frequency of about 40 MHz or greater to a lid of the chamber, providing a second RF power having a second frequency to an electrode disposed in a substrate support within the processing volume, and removing at least a portion of a film disposed on a surface of a chamber component of the chamber. The second frequency is about 10 MHz to about 20 MHz.

Abstract: A processing system manages an ordered set of hierarchical data structures representing snapshots that define the state of a filesystem at different points in time. The data structures include nodes that store strong references, which can be utilized to read or write data, or weak references that can be only utilized to read data. In order to create a new snapshot, a root node is created for a new data structure representing the new snapshot by copying the root node of the data structure representing an active view of the filesystem. Any strong references stored in the copy of the root node are then changed to weak references. Snapshotting operations can then be performed with respect to the new snapshot utilizing the weak references stored in the root node of the new data structure.

Abstract: Computer vision systems and methods for end-to end training of neural networks are provided. The system generates a fixed point algorithm for dual-decomposition of a maximum-a-posteriori inference problem and trains the convolutional neural network and a conditional random field with the fixed point algorithm and a plurality of images of a dataset to learn to perform semantic image segmentation. The system can segment an attribute of an image of the dataset by the trained neural network and the conditional random field.

Abstract: An oscillator includes first and second comparators, a first impedance network having a first trim element therein, and a second impedance network having a second trim element therein. The first impedance network is electrically connected to a first input terminal of the first comparator, and the second impedance network is electrically connected to a first input terminal of the second comparator. The first and second impedance networks are configured to cause an improvement in common mode variation within the first and second comparators, in response to trimming of at least one of the first and second trim elements.

Abstract: The present disclosure relates to a charge pump circuit with a six-phase clock. The charge pump circuit comprises a six-phase clock circuit and a gate boosting charge pump configured to receive a plurality of clock signals from the six-phase clock circuit. The six-phase clock circuit includes provides a first clock signal, a second clock signal, a third clock signal, a fourth clock signal, a fifth clock signal, and a sixth clock signal. The gate boosting charge pump is configured to enable a charge-sharing operation to share the stored amount of charges between a plurality of parasitic capacitors. The six-phase clock circuit is configured to provide a dead time between each of the first, second, third, fourth, fifth and sixth clock.

Abstract: Disclosed herein is a novel class of isolated binding molecules including monoclonal antibodies that target Tax interacting protein-I (TIP1) and in certain embodiments can inhibit cancer cell migration, metastasis, and/or viability. Certain embodiments provide for the prevention, treatment, and management of tumors and/or cancer.

Abstract: Embodiments herein disclose a compensation circuit including an OPAMP having an input connected to a node between one end of a first resistor and a drain of a first PMOS. A fifth PMOS includes a drain connected to a drain of a second NMOS and a gate of sixth PMOS. A gate of second NMOS is connected to a node between a drain of fourth PMOS and one end of third resistor. The sixth PMOS includes a drain connected to one end of fifth resistor and another end of fifth resistor connected to a node between a gate of third NMOS and a gate of a fourth NMOS. A seventh PMOS includes a drain connected to a node between another end of the second resistor and third diode.