Abstract: Systems and methods for transaction platforms include various systems interacting with each other and transacting in various ways. A method for configuring and launching a marketplace includes: identifying, by a processing system having one or more processors, an opportunity to facilitate configuration of a new marketplace; receiving marketplace opportunity data, wherein the marketplace opportunity data includes information related to a set of assets of one or more types; determining configuration parameters to be implemented in the new marketplace; determining the feasibility of implementing the configuration parameters in the new marketplace; determining data resources to support the new marketplace; determining an architecture of the new marketplace; determining the configuration of the data resources in a data model for the marketplace; configuring a marketplace object; connecting selected data resources to populate the marketplace object; and launching the new marketplace.

Abstract: For one embodiment of the present invention, a method of object detection and part segmentation is described. The method includes generating a three-dimensional (3D) point cloud including a plurality of points in a volume of a space of the point cloud based on receiving point cloud dat. The method further includes obtaining, with a global transformer, a set of global feature tokens and local feature points of the 3D point cloud, enforcing with an attention mechanism information flow across the set of global feature tokens and local feature point, and generating, with the global transformer, a set of new global feature tokens and new local feature points with modeled global context information.

Abstract: A mechanical enclosure provides a mechanism for coupling a storage device to a computer system. The mechanical enclosure can be removably coupled to the computer system and can allow for coupling of the storage device to the computer system without using specialty cables and connectors. The mechanical enclosure can allow the storage device to be coupled to computer system without significantly degrading the speed at which the data stored within the storage device is downloaded onto the computer. The storage device can be inserted into the mechanical enclosure which couples the storage device to the mechanical enclosure. The mechanical enclosure can be inserted into the computer system which similarly couples the computer system to the mechanical enclosure to effectively couple the storage device and the computer system.

Abstract: One example method includes obtaining one or more histopathology images of a sample from a cancer patient; selecting a plurality of tissue image patches from the one or more histopathology images; determining, by a deep learning system comprising a plurality of trained machine learning (ML) models, a plurality of image features for the plurality of tissue image patch, wherein each tissue image patch is analyzed by one of the trained ML models; determining, by the deep learning system, probabilities of patient survival based on the determined plurality of image features; and generating, by the deep learning system, a prediction of patient survival based on the determined probabilities.

Abstract: A method for predicting a customer trust target metric includes receiving, from a business, a customer trust target metric definition defining a customer trust target metric customized by the business. The method also includes obtaining sentiment data representative of one or more interactions between a customer and the business. The sentiment data includes textual feedback data and non-textual metadata. The method also includes determining, using a natural language processing model, a sentiment score of the sentiment data. Further, the method includes predicting, using the sentiment score and the customer trust target metric definition, a respective customer trust target metric for a respective one of the one or more interactions between the customer and the business. The method also includes sending, to the business, the predicted respective customer trust target metric.

Abstract: During operation, a radio node may provide, at a transmit time during a first time interval, a first instance of a keep-alive message to a computer. Then, the radio node may receive, at a receive time prior to a first instance of a transmit expire time, an instance of a keep-alive response from the computer, where the instance of the keep-alive response authorizes the radio node to transmit in a granted portion of the spectrum until a second instance of the transmit expire time has elapsed. Moreover, the radio node may determine, based at least in part on the receive time and the first instance of the transmit expire time, an updated transmit time. Next, the radio node may provide, at the updated transmit time, which is prior to the second instance of the transmit expire time, a second instance of the keep-alive message addressed to the computer.

Abstract: A method includes receiving a training example that includes audio data representing a spoken utterance and a ground truth transcription. For each word in the spoken utterance, the method also includes inserting a placeholder symbol before the respective word identifying a respective ground truth alignment for a beginning and an end of the respective word, determining a beginning word piece and an ending word piece, and generating a first constrained alignment for the beginning word piece and a second constrained alignment for the ending word piece. The first constrained alignment is aligned with the ground truth alignment for the beginning of the respective word and the second constrained alignment is aligned with the ground truth alignment for the ending of the respective word. The method also includes constraining an attention head of a second pass decoder by applying the first and second constrained alignments.

Abstract: A portable system and method for training an alternate retinal location of a viewer's eye with impaired retina and an assistance system for improving vision of such viewer's eye are disclosed. The portable system for training comprises an eye tracking module to provide eye information of the viewer's eye and a virtual image display module to display a virtual image centered at the alternate retinal location on the viewer's impaired retina other than centered at a fovea. The virtual image display module further comprises a first light signal generator to generate multiple first light signals and a first combiner to redirect the multiple first light signals towards the alternate retinal location, when a pupil of the viewer's eye is located approximately at the center of the viewer's eye.

Abstract: Systems and methods for generating cardiovascular health programs the system configured to receive a cardiovascular sample relating to a user and a user preference, receive a plurality of physical activities, generate a cardiovascular parameter as a function of the cardiovascular disease sample, determine a cardiovascular profile as a function of the a cardiovascular parameter, identify a nutrition element as a function of the cardiovascular profile, generate a cardiovascular disease nourishment program as a function of the nourishment score and the cardiovascular profile, and generate a lifestyle program as a function of the cardiovascular profile.

Abstract: An aerosol-generating system may include a liquid storage portion configured to hold liquid aerosol-forming substrate, a vaporizer including a heating element with an internal passage at least partially defined by a surface of the heating element, and a micro pump configured to deliver liquid aerosol-forming substrate from the liquid storage portion to the internal passage of the heating element, such that the vaporizer is configured to heat the delivered liquid aerosol-forming substrate at the internal passage to a temperature sufficient to volatilize at least a part of the delivered liquid aerosol-forming substrate. The micro pump may be configured to deliver a particular amount of liquid aerosol-forming substrate to the internal passage based on the micro pump performing an individual pump cycle.

Abstract: In some embodiments, a fire control assembly comprises a frame, a hammer, a trigger and a disconnector. The frame is arranged to be supported along a trigger axis and a hammer axis. The hammer is rotatable about the hammer axis and the trigger is rotatable about the trigger axis. The frame comprises a hammer stop arranged to impede rotation of the hammer. The frame comprises a preloading mechanism arranged to contact a safety selector.

Abstract: A method of detecting a pathogen in a sample, comprising: mixing at least a portion of the sample with a plurality of capture particles functionalized with a molecular recognition element exhibiting specific binding to said pathogen to capture at least a portion of pathogen particles when present in the sample; exposing said captured pathogen particles to at least two fluorescent dyes, which emit fluorescent radiation at two different wavelengths in response to excitation, such that live pathogen particles among said captured pathogen particles are preferentially stained with one of the dyes and dead pathogen particles among said captured pathogen particles are preferentially stained with the other dye; irradiating the captured stained pathogen particles with excitation radiation to excite said fluorescent dyes; and detecting fluorescent radiation emitted by said excited fluorescent dyes; and distinguishing said live pathogen particles from said dead pathogen particles based on wavelengths of the detected flu

Abstract: Techniques and apparatuses are described that implement a smart-device-based radar system capable of detecting user gestures in the presence of saturation. In particular, a radar system employs machine learning to compensate for distortions resulting from saturation. This enables gesture recognition to be performed while the radar system's receiver is saturated. As such, the radar system can forgo integrating an automatic gain control circuit to prevent the receiver from becoming saturated. Furthermore, the radar system can operate with higher gains to increasing sensitivity without adding additional antennas. By using machine learning, the radar system's dynamic range increases, which enables the radar system to detect a variety of different types of gestures having small or large radar cross sections, and performed at various distances from the radar system.

Abstract: Methods and systems for parallelizing processes through the use of predicted data are described herein. A requesting system may send processing requests to a processing system. The processing system may need to have a third-party validation system validate the processing requests before proceeding. The processing system may detect errors and generate modified data that is predicted to resolve the errors in obtained processing requests. The modified data may be sent to the validation system in place of the original data that contained errors. While waiting for validation results from the validation system, the modified data may also be sent to the requesting system to confirm that it is correct. By sending the modified data to both the validation system and the requesting system for approval, increased efficiency and parallelization may be achieved.

Abstract: A system for generating a vibrant compatibility plan using artificial intelligence. The system includes at least a server wherein the at least a server is designed and configured to receive at least a composition datum from a user client device wherein the at least a composition datum includes at least an element of user body data and at least an element of desired dietary state data. At least a server is configured to select at least a correlated dataset. At least a server is configured to create at least an unsupervised machine-learning model including at least a hierarchical clustering model to output at least a compatible food element. At least a server is configured to generate at least a vibrant compatibility plan wherein the at least a vibrant compatibility plan further comprises a plurality of compatible food elements each containing at least a food element compatibility index value score as a function of the at least a hierarchical clustering model.

Abstract: A method of partitioning a video coding block for JVET, comprising representing a JVET coding tree unit as a root node in a quadtree plus binary tree (QTBT) structure that can have a quadtree branching from the root node and binary trees branching from each of the quadtree's leaf nodes using asymmetric binary partitioning to split a coding unit represented by a quadtree leaf node into two child nodes of unequal size, representing the two child nodes as leaf nodes in a binary tree branching from the quadtree leaf node and coding the child nodes represented by leaf nodes of the binary tree with JVET, wherein weighted angular coding unit prediction is employed and wherein post-coding unit prediction filtering can be avoided or unbiased to increase coding times.

Abstract: A collapsible structure connection system including apparatus for connecting rod segments and apparatus for holding and organizing rod segments. An apparatus for connecting rod segments, such as a pole tip and final rod segment, or two rod segments, may have a pair of mated rod segments and a spring-loaded push-button locking mechanism, with the rod segments connected using an elastomeric connector attached to each rod segment at adjacent, opposing ends. The elastomeric connector may be attached to and held in place against the rod segment using an attachment assembly that may be threaded or unthreaded, and that may mate, or not mate, within the rod segment upon securing the attachment assembly to the rod segment. The spring-loaded push-button locking mechanism may have a spring-loaded push-button seated on a dowel of a male body, and a cavity aperture traversing a dowel cavity of a female body.

Abstract: In certain embodiments, image-feature malicious-activity detection and access prevention may be facilitated, where an activity notification associated with a transaction triggers feature detection for at least one image related to a different transaction. In some embodiments, a first image (received in connection with a first transaction) may be associated with the first transaction, and a second image (received in connection with a second transaction) may be associated with a second transaction. In response to a malicious activity notification associated with the first transaction, an identifying characteristic (e.g., a facial feature) detected in the first image may be used to determine whether to prevent access to an account related to the second transaction. As an example, in response to determining that the identifying characteristic is present in the second image, access to the account related to the second transaction may be prevented.

Abstract: Disclosed is delivering and closing out viewership priced spots in zoned cable delivery of linear TV, assembling past measured viewership data within a zone for a TV spot in a program, by aggregating records and augmenting aggregated logs with viewers' demographic data. This includes running an automated auction for advertising, at five minutes or less before airtime, announcing the spot, providing the past viewership data augmented with demographic data, with bids accepted for a rate, accepting and selecting a winning bid, provisioning an ad corresponding to the winning bid rate for an operator to deliver to the zone, after selecting the bid and before the airtime. After airing the ad, included is processing collected delivery logs within ten minutes of receipt, calculating current measured viewership during the spot, calculating an extended price, and reporting to a winning bidder the extended price, within six hours of airing the ad.

Abstract: The present invention generally relates to the field of replicating or copying keys. More specifically, the present invention relates to creating a copy of a master key based on a captured image of the master key. The present invention identifies a set of target key information based on the image of the master key to provide for the cutting of a duplicate key blade copy to be shipped to a user. Additional key information may also be captured along with the image of the master key.