Abstract: Systems and methods for color replacement are described. Embodiments of the disclosure include a color replacement system that adjusts an image based on a user-input source color and target color. For example, the source color may be replaced with the target color throughout the entire image. In some embodiments, a user provides a speech or text input that identifies a source color to be replaced. The user may then provide a speech or text input identifying the target color, replacing the source color. A color replacement system creates and embedding of the source color, segments the image based on the source color embedding, and then replaces the color of segmented portion of the image with the target color.

Abstract: A method and apparatus for identifying blood vessels in ultrasound images and displaying blood vessels in ultrasound images are described. In some embodiments, the method is implemented by a computing device and includes receiving an ultrasound image that includes one or more blood vessels, and determining, with a neural network implemented at least partially in hardware of the computing device, diameters of the one or more blood vessels in the ultrasound image. The method includes receiving a user selection of an instrument size, and indicating, in the ultrasound image, at least one blood vessel of the one or more blood vessels based on the instrument size and the diameters of the one or more blood vessels.

Abstract: Machine learning (ML) assisted channel state information (CSI) reporting or ML assisted CSI prediction includes receiving CSI reporting configurations that include indications that enable or disable at least one of: ML-assisted CSI prediction and artificial intelligence channel feature information (AI-CFI) reporting. ML model training is performed or trained ML model parameters are received, and CSI reference signals corresponding to at least one of the CSI reporting configurations are received. If ML-assisted CSI prediction is enabled, the CSI reporting configurations further include: a timing offset for future CSI prediction, and ML configurations including indication of an ML model used for the ML-assisted CSI prediction. If AI-CFI reporting is enabled, the CSI reporting configurations further include: a configuration for a report of the AI-CFI, and ML configurations including indication of an ML model used for the ML assisted-CSI feedback determination.

Abstract: The present technology pertains to synchronizing contents of a directory external to a synchronized directory by a content management system. The content management system is configured to synchronize only objects in the synchronized directory. Accordingly, the present technology creates an anchor object that represents the directory external to the synchronized directory within the synchronized directory. The anchor object includes special attributes that indicate to the synchronization client that the anchor object represents an external directory, and allows the contents of that directory to be synchronized directly to a server on the content management system without first storing the contents of the external directory on the hard drive of the client device.

Abstract: A notification system is described herein. Notifications can be generated for groupings of devices. A notification indication can be sent to a larger grouping of client devices. The notification indication can include one or more grouping parameters that specify one or more conditions that define a smaller device grouping. Devices that fall within the grouping can request the notification from a messaging service or management service.

Abstract: Cell free nucleic acids from a test sample obtained from an individual are analyzed to identify possible fusion events. Cell free nucleic acids are sequenced and processed to generate fragments. Fragments are decomposed into kmers and the kmers are either analyzed de novo or compared to targeted nucleic acid sequences that are known to be associated with fusion gene pairs of interest. Thus, kmers that may have originated from a fusion event can be identified. These kmers are consolidated to generate gene ranges from various genes that match sequences in the fragment. A candidate fusion event can be called given the spanning of one or more gene ranges across the fragment.

Abstract: Techniques are disclosed for generating an output sentence from an input sentence by replacing an input tone of the input sentence with a target tone. For example, an input sentence is parsed to separate semantic meaning of the input sentence from the tone of the input sentence. The input tone is indicative of one or more characteristics of the input sentence, such as politeness, formality, humor, anger, etc. in the input sentence, and thus, a measure of the input tone is a measure of such characteristics of the input sentence. An output sentence is generated based on the semantic meaning of the input sentence and a target tone, such that the output sentence and the input sentence have similar semantic meaning, and the output sentence has the target tone that is different from the input tone of the input sentence.

Abstract: A content management system for collecting files from one or more authenticated submitters in a collection folder. A collector, who generates the collection folder, can invite one or more submitters to submit one or more files to the collection folder. The one or more submitters have limited rights to the collection folder. The limited rights can include uploading rights and prohibiting a submitter from viewing files that other submitters associated with the collection folder submitted. Thus, the collection folder is able to store files from the one or more submitters, but prevent them from viewing other's submissions.

Abstract: The present invention is in the field of a method for obtaining high purity hydrogen peroxide, as well as a production unit for obtaining high purity hydrogen peroxide. It concerns a method for obtaining high purity hydrogen peroxide comprising the steps of providing an open container with an aqueous fluid comprising hydrogen peroxide, putting the open container with the aqueous fluid in a closed space, at ambient conditions providing an inert gas flow over and in contact with the aqueous fluid, removing water from the aqueous fluid at said ambient conditions by said gas flow, and thereby concentrating the hydrogen peroxide. The invention also concern a production unit for use in said method.

Abstract: A fabric treatment machine with a console. The console has a volcano to receive an activation member. The activation member couples with an activation control unit mounted on a tech frame. A liquid deflection member on the console is positioned below the console volcano. A drain on the tech frame diverts fluid away from the activation control unit.

Abstract: The system and method of present invention provides natural language processing of queries associated with one or more domains via individually configurable decentralized AI-based scalable units leading to flexibility in scaling and descaling. In operation, the present invention provides for hosting NLP resources configurable to perform natural language processing of queries and generate responses associated with respective domain. Each NLP resource comprises logically independent AI-based units. Each AI-based unit is configurable to perform processing of queries and emulate responses associated with respective subdomain of the domain of corresponding NLP resource. Further, each AI-based unit comprises respective one or more AI-based micro-units configurable to perform processing of queries and emulate responses associated with respective one or more topics of the subdomains of corresponding AI-based unit.

Abstract: Disclosed are systems, methods, and non-transitory computer-readable storage media for managing tasks in a content management system. For example, the content management system can collect, aggregate, and/or store task data assigned to a user from across projects and/or content items. The user can select to view tasks for a particular project and/or from across all projects. The content management system can generate a single graphical user interface for presenting the task data associated with the user. The content management system can generate a graphical user interface the allows the user to move tasks from one task status graphical element (e.g., task status container) to another task status graphical element to change the status of a task associated with the user. Thus, the user can quickly and easily view the tasks assigned to the user and update the status of tasks in an easy to use graphical user interface.

Abstract: Examples relate to systems, devices, and methods for removing fluid from a fluid collection device using a vacuum source operably coupled thereto. The fluid collection devices include urine collection devices having shape memory material that may be selectively shaped to complement the female or male anatomy near the respective urethras.

Abstract: Fast charging of a lithium-ion battery at 4C rate or 5C rate or more is improved by applying an external magnetic field relative to the battery to establish magnetic field lines that extend in a direction of primary movement of lithium ions toward the graphite anode during fast charging. Deleterious degradation of the graphite anode from repeated fast charging can be reduced or eliminated by practice of the invention.

Abstract: Aspects of the present disclosure include systems and methods for generating and managing user authentication rules of a computing device. In an example, a computing device may include a memory storing instructions and a processor communicatively coupled with the memory and configured to execute the instructions. The processor may determine a state of the computing device, wherein the state of the computing device is one of a locked state or an unlocked state. The processor may determine a user authentication rule corresponding to the state of the computing device. The processor may also identify whether a combination of signals associated with the user authentication rule of the computing device are received by the computing device. The processor may also change or maintain the state of the computing device based on the combination of signals being received.

Abstract: This disclosure relates generally to a system and method to identify a plurality of noises or their combination to suppress them and enhancing the deteriorated input signal in a dynamic manner. It identifies noises in the audio signal and categorizing them based on the trained database of noises. A combination of deep neural network (DNN) and artificial Intelligence (AI) helps the system for self-learning to understand and capture noises in the environment and retain the model to reduce noises from the next attempt. The system suppresses unwanted noise coming from the external environment with the help of AI based algorithms, by understanding, differentiating, and enhancing human voice in a live environment. The system will help in the reduction of unwanted noises and enhance the experience of business and public meetings, video conferences, musical events, speech broadcasts etc. that could cause distractions, disturbances and create barriers in the conversation.

Abstract: Systems, apparatuses and methods may provide for technology that boosts strings of a plurality of NAND sub-blocks to a pass voltage, deboosts a first subset of the boosted strings based on data associated with the plurality of NAND sub-blocks, and simultaneously programs the first subset while a second subset of the boosted strings remain at the pass voltage. In one example, to boost the strings of the NAND sub-blocks, the technology applies the pass voltage to selected and unselected wordlines that are connected to the NAND sub-blocks while selected and unselected strings are disconnected from a bitline that receives the data associated with the NAND sub-blocks.

Abstract: A method for multi-object tracking includes receiving a sequence of images generated at respective times by one or more sensors configured to sense an environment through which objects are moving relative to the one or more sensors, and constructing a message passing graph in which each of a multiplicity of layers corresponds to a respective one in the sequence of images.

Abstract: A method, a memory chip controller of a flash memory device, and a flash memory device. The memory chip controller includes processing circuitry to receive data for a first page of N pages of data; and program cells of a memory location of the device to an nth threshold voltage level Ln, Ln corresponding to a program verify voltage level PVn, n being an integer from 0 to 2N?1, and Ln being one of 2N threshold voltage levels achievable using the N pages of data. Programming the cells includes: programming the cells based on the data for the first page while receiving data for subsequent pages of the N pages; and programming the cells based on the data for the subsequent pages, wherein programming the cells includes, for at least n=1, causing a respective dynamic start voltage (DSV) to be applied to the cells based on each respective page number p of the N pages for which data is received at the memory chip controller for the memory location to achieve PV1.