Abstract: Systems and methods for units of work based on business objectives are disclosed. Exemplary implementations may: manage environment state information maintaining a collaboration environment configured to facilitate interaction by users, the environment state information defining units of work and business objectives associated with the units of work; obtain progress information, the progress information for individual business objectives conveying progress toward fulfillment of the individual business objectives; update objective records for the business objectives based on the progress information so that the progress of the business objectives is maintained by the objective records; and/or perform other operations.

Abstract: Systems and methods are disclosed for model based document image enhancement. Instead of requiring paired dirty and clean images for training a model to clean document images (which may cause privacy concerns), two models are trained on the unpaired images such that only the dirty images are accessed or only the clean images are accessed at one time. One model is a first implicit model to translate the dirty images from a source space to a latent space, and the other model is a second implicit model to translate the images from the latent space to clean images in a target space. The second implicit model is trained based on translating electronic document images in the target space to the latent space. In some implementations, the implicit models are diffusion models, such as denoising diffusion implicit models based on solving ordinary differential equations.

Abstract: Systems and methods are described herein for identifying diminished capacity of a voice call participant based on audio data analysis. A server generates an audio image based on an audio file comprising speech data corresponding to a first user on a voice call. The server determines a diminished capacity score based on one or more characteristics of the audio image analyzed using a deep learning classification model. The server applies a security protocol to an account associated with the first user when the diminished capacity score is at or above a threshold value. The server receives a transaction request corresponding to the account from the first user. The server processes the transaction request based on the security protocol applied to the account.

Abstract: Embodiments are directed to a snap point segmentation that defines the locations of selection snap points for a selection of video segments. Candidate snap points are determined from boundaries of feature ranges of the video indicating when instances of detected features are present in the video. In some embodiments, candidate snap point separations are penalized for being separated by less than a minimum duration corresponding to a minimum pixel separation between consecutive snap points on a video timeline. The snap point segmentation is computed by solving a shortest path problem through a graph that models different snap point locations and separations. When a user clicks or taps on the video timeline and drags, a selection snaps to the snap points defined by the snap point segmentation. In some embodiments, the snap points are displayed during a drag operation and disappear when the drag operation is released.

Abstract: The present invention relates to a method for measurement by means of an ultrasonic sensor system in an interfering environment, for example in a magnetic field, for a vehicle, the method comprising the following method steps: emitting, by means of an ultrasonic sensor system, ultrasound with at least one frequency range (100); receiving, by means of an ultrasonic sensor system, an echo (200) produced by the ultrasound; outputting, by means of an ultrasonic sensor system, a signal corresponding to the echo to a control system (300); detecting, by means of a detection system, noise of the signal (400); determining, by means of the control system, whether there is interference in the at least one frequency range, on the basis of the noise of the signal (500); and, if interference is determined, emitting, by means of the ultrasonic sensor system, ultrasound with at least one frequency range (600) for which no interference is determined.

Abstract: Systems, apparatuses, and methods that improve network data flow efficiency by generating interaction leads. In various embodiments, the system provides at least one database containing user data, which is searched to generate at least one active lead from the user data. The system provides at least one interaction lead based upon analysis of the at least one active lead. The at least one interaction lead is transmitted to an agent device.

Abstract: An absorbent article having improved handling of body exudates. The absorbent article can minimize the amount of body exudates in contact with a wearer's skin and can minimize the incidence of leakage of body exudates from the absorbent article. In one aspect, the absorbent article comprises a body facing material having a first layer and a second layer with fibers of the layers entangled with each other. The body facing material can further comprise projections and land areas adjacent to the projections along with apertures in the land area.

Abstract: Systems and computer-implemented methods for estimating a cost to repair a damaged item are provided. In some example implementations, an indication identifying a portion of the damaged item is received. A series of images are selected that depict increasing degrees of damage to a reference item at the portion identified, and the series of images are provided for presentation. An indication is received that identifies one of the images in the series of images that has been selected as best representing the damage to the portion of the damaged item identified. An estimated cost to repair the damaged item is generated based, at least in part, on the image selected.

Abstract: An electronic document associated with users of a collaborative document platform is identified. The electronic document is associated with a data structure including entries that each correspond to an approval request for a respective user to approve at least a portion of content of the electronic document. At least a portion of the data structure is embedded within the content of the electronic document for presentation to a first user. A first user updating a first entry of at least a portion of the data structure is detected. The update to the first entry corresponds to a first approval request for a second user to approve one or more portions of the content of the electronic document. The data structure is updated to include data of the first entry in accordance with the update to the first entry by the first user.

Abstract: A canal dynamic photodiode includes a gate structure forming a plurality of apertures, at least one anode region within the gate structure, and a plurality of cathode regions. Each cathode region of the plurality of cathode regions is within a respective aperture of the plurality of apertures. The canal dynamic photodiode may further include a plurality of field regions, where each cathode region of the plurality of cathode regions is separated from the gate structure by a respective field region of the plurality of field regions. Each field region optionally includes a respective doped surface region.

Abstract: The present disclosure relates to systems and methods for tracking content across multiple content outlets. Content items, characterized by first metadata, and content slots, characterized by second metadata, can be received. Third metadata for digital content slots can be generated. Fourth metadata can be received. A recommended content item package can be provided based on a comparison between a combination of the first metadata, the second metadata, and the third metadata and the fourth metadata. The recommended content item package can include a content file and a metadata file. A performance and a measurement of the recommended content item package can be determined by executing the metadata file to track the content file across one or more of the content slots and the potential digital content slots. The performance and the measurement can be provided.

Abstract: Systems, methods, and other embodiments described herein relate to improving the processing of machine learning (ML) tasks by selectively adapting batch sizes and execution timing to optimize latency and energy consumption. In one embodiment, a method includes receiving, in a queue, tasks for execution, the tasks being requests to execute a machine-learning model. The method includes evaluating a current state of the queue according to a batching model to determine when to execute a batch of the tasks by generating a cost of executing the batch at a current time. The method includes, responsive to determining that the cost satisfies a batch threshold, controlling a batching processor to execute the batch using the machine-learning model.

Abstract: Provided herein are compositions with enhanced protein content, protein compositions with improved functionality, and methods for the preparation thereof.

Abstract: A method and a system of classifying textual data blocks are claimed. The method includes receiving at least one textual data block in an original version, including a plurality of textual data elements; performing a preprocessing procedure on the at least one textual data block in the original version, wherein the preprocessing procedure includes replacing the textual data elements characterized by pertinence to at least one specific part-of-speech (POS) category with a respective POS token, thereby obtaining the at least one textual data block in a preprocessed version; inferring a pretrained ML-based model on the at least one textual data block in the preprocessed version, to classify the at least one textual data block by pertinence to the at least one class.

Abstract: The invention provides compositions and methods for treating celiac sprue.

Abstract: A fluid ejector for ejecting discrete volumes of ejectant includes a body with opposing first and second surfaces. One or more nozzles are defined as conduits extending through the body between the surfaces to connect first and second orifices at the first and second surfaces respectively. The fluid ejector further includes a gas supply means having a gas outlet and an ejectant supply means. The ejectant supply means supplies the ejectant to the nozzles at a pressure above ambient via their supply orifices. The supply orifice is defined in a conduit's side or is the second orifice. Relative movement of the gas supply means and body exposes first orifices to the gas outlet allowing the gas supply means to supply gas at a pressure above ambient, wherein a pressure difference thereby created between the first and second orifices causes ejection of the ejectant from the nozzles through the second orifices.

Abstract: An example system places control and choice of managing the usage of private data into the hands of the users themselves. In some examples, the disclosed data privacy management system allows users to select preferences on how their private data is used by the business, both internally and externally. For example, the system may present users with one or more selectable options regarding how the user's private data is used. The system may then use the user's data for purposes that are in line with the user's selected preferences.