Abstract: The present disclosure is directed to combining the strengths of different methods of analyzing collected sensor data to updating a driving pattern of an automated vehicle (AV). This may include combining data from sets of data that track movement of objects over time with instantaneously received sensor data based on a series of steps that include accessing data that tracks the motion of objects in the field of view of a sensing apparatus, receiving current sensor data that includes a component of current or instantaneous object motion, and identifying whether controls of AV should be maintained or changed. When controls of the AV are maintained, an AV may be controlled to stay in driving in a same lane of a roadway at a same velocity. When controls of an AV are changed, changes may include applying, increasing a velocity, or altering the course of the AV.

Abstract: An orthopedic system for delivery of a therapeutic agent to a bone includes an elongate stem adapted to be inserted into an intramedullary canal, an inlet configured to receive the therapeutic agent, and one or more outlets configured to deliver the therapeutic agent to the bone. The elongate stem may comprise one or more protrusions to engage the bone, and one or more channels extending longitudinally therein, fluidly coupled to the inlet. The therapeutic agent flows from the inlet through the one or more channels and exits into the intramedullary canal through the one or more outlets. The system may be configured to allow one or more dimensions of the system to be adjusted to accommodate the anatomy of a patient.

Abstract: A spring tool for actuating explosive fasteners for driving nails into a substrate is disclosed. For the tool to operate at its maximum potential the firing pin guide should be pushed securely against the rear of the fastener and the tip of the fastener should be pushed securely against the substrate. The action of the operator pushing the tool forward to actuate the tool moves the trigger body forward while compressing the firing spring until the trigger body travels the exact distance needed to release the trigger ball. The trigger body must also be in optimal rotational orientation with the tool and means for accomplishing the alignment is disclosed.

Abstract: A vehicle dash cam may be configured to execute one or more neural networks (and/or other artificial intelligence), such as based on input from one or more of the cameras and/or other sensors associated with the dash cam, to intelligently detect safety events in real-time. Detection of a safety event may trigger an in-cab alert to make the driver aware of the safety risk. The dash cam may include logic for determining which asset data to transmit to a backend server in response to detection of a safety event, as well as which asset data to transmit to the backend server in response to analysis of sensor data that did not trigger a safety event. The asset data transmitted to the backend server may be further analyzed to determine if further alerts should be provided to the driver and/or to a safety manager.

Abstract: An online system generates session-based recommendations for a user accessing an application of the online system. The online system receives, from one or more client devices, a sequence of actions performed by a user during a session of an application of an online system. The online system generates a sequence of tokens from the sequence of actions by tokenizing an action to a token representing a respective item identifier. The online system applies a transformer-based machine-learned model to the sequence of tokens to generate predictions for a set of items. The online system selects a subset of items based on the generated predictions for the set of items. The online system generates one or more recommendations to the user from the selected subset of items and displays the recommendations to the user.

Abstract: Systems and methods of the present disclosure enable database search. The systems and/or methods may include receiving a search query that includes an input document having text. Word embeddings are generated within the input document, where the word embeddings include vector representations of words in the text of the input document. An average input document word embedding vector is determined for the word embeddings of the input document. A set of stored documents is accessed, where each stored document includes a stored text has a particular average stored document word embedding vector. A similarity model is used to determine a similarity metric measuring the similarity between the input document and each stored document based on the average input document word embedding vector and the particular average stored document word embedding vector of each stored document.

Abstract: Provided herein are computer implemented methods, systems and processes for determining a transmission metric or transmission path for related pathogens. Also provided herein is a non-transitory computer-readable storage medium with an executable program stored thereon, which program is configured to instruct a microprocessor to generate a transmission path for related pathogens.

Abstract: Methods, systems, and media for presenting user comments containing timed references in synchronization with a media content item are provided.

Abstract: The present disclosure provides apparatuses and methods for treating conditions such as chronic daily headache, cluster headache, tension headache, migraine, or acute headache of a patient. In example methods, a cryotherapy element is introduced into the nasal cavity or pterygopalatine fossa to cool or cryoablate at least one of a nasal nerve tissue or nasal blood vessel. The cryotherapy element may be introduced into the nasal cavity in a collapsed position, and prior to cooling a target treatment site may be expanded to an expanded configuration.

Abstract: A processor may receive data and generate a quantified representation of the data by processing the data using at least one machine learning (ML) algorithm, the quantified representation of the data indicating a sentiment of content of the data. The processor may automatically revise the content of the communications data. The revising may include determining a reaction to the content of the communications data, generating a quantified representation of the reaction, determining a difference between the quantified representation of the reaction and the quantified representation of the communications data, identifying, based on the difference, a portion of the content having an unintended sentiment, and replacing the portion of the content with different content.

Abstract: One embodiment of the invention provides a cart comprising a frame with casters underneath and sockets located above the casters with longitudinal grooves for receiving and locating uprights formed from square tubing. The frame of the cart provides storage for unused tubing in a way that forms a load-bearing surface for the cart. In one embodiment two carts can be connected side by side by square tubing to accommodate large loads.

Abstract: In implementations of systems for performing multiple segmentation tasks, a computing device implements a segment system to receive input data describing a digital image depicting an object. The segment system computes per-pixel embeddings for the digital image using a pixel decoder of a machine learning model. Output embeddings are generated using a transformer decoder of the machine learning model based on the per-pixel embeddings for the digital image, input embeddings for a first segmentation task and input embeddings for a second segmentation task. The segment system outputs a first digital image and a second digital image. The first digital image depicts the object segmented based on the first segmentation task and the second digital image depicts the object segmented based on the second segmentation task.

Abstract: A computer-implemented method includes determining a number of distance points connected to a person at a point in time, scraping a plurality of indexes corresponding to a respective plurality of journey hosts to identify a plurality of journey possibilities for each journey host of the plurality of journey hosts, generating a plurality of reachable locations based on the number of distance points and the journey possibilities, the plurality of reachable locations comprising at least a subset of the plurality of journey possibilities correlated to the number of distance points, receiving location signals generated via a location sensor of a device associated with the person, identifying one or more previous locations of the device based on the location signals, identifying a subset of the reachable locations based on the previous locations of the device, and generating a graphical interface to visually display the subset of the reachable locations on a map.

Abstract: A method for categorizing a viral risk within a occupiable space, the method comprising the steps of: measuring environmental data using a plurality of sensors within said occupiable space; determining a virus index for the occupiable space based upon a combination of said environmental data; providing a virus index scale, said scale including environmental categories corresponding to different viral indices; comparing the virus index with the virus index scale, and so; categorizing the viral risk of the occupiable space.

Abstract: In some implementations, a device, using a browser extension of a browser application, may obtain the data from an application using a private endpoint of the application. The private endpoint of the application may be accessible via a private network in which the browser application is implemented and may not be accessible via a public network. The device, using the browser extension of the browser application, may transmit, to the cloud-based service, the data to cause the cloud-based service to populate a document with the data.

Abstract: A computer-implemented method includes determining a number of distance points connected to a person at a point in time, scraping a plurality of indexes corresponding to a respective plurality of journey hosts to identify a plurality of journey possibilities for each journey host of the plurality of journey hosts, generating a plurality of reachable locations based on the number of distance points and the journey possibilities, the plurality of reachable locations comprising at least a subset of the plurality of journey possibilities correlated to the number of distance points, receiving location signals generated via a location sensor of a device associated with the person, identifying one or more previous locations of the device based on the location signals, identifying a subset of the reachable locations based on the previous locations of the device, and generating a graphical interface to visually display the subset of the reachable locations on a map.

Abstract: The invention encompasses a nontoxic agricultural formulation of a concentrated liquid suspension comprising a drying oil and suspended particulate materials further comprising an additional material; and also encompasses an aqueous formulation comprising the concentrated liquid suspension and an agricultural treatment agent. The invention additionally encompasses methods of treating an agricultural target.

Abstract: In some implementations, a device, using a browser extension of a browser application, may obtain the data from an application using a private endpoint of the application. The private endpoint of the application may be accessible via a private network in which the browser application is implemented and may not be accessible via a public network. The device, using the browser extension of the browser application, may transmit, to the cloud-based service, the data to cause the cloud-based service to populate a document with the data.

Abstract: A computer-implemented method includes determining a number of distance points connected to a person at a point in time, scraping a plurality of indexes corresponding to a respective plurality of journey hosts to identify a plurality of journey possibilities for each journey host of the plurality of journey hosts, generating a plurality of reachable locations based on the number of distance points and the journey possibilities, the plurality of reachable locations comprising at least a subset of the plurality of journey possibilities correlated to the number of distance points, receiving location signals generated via a location sensor of a device associated with the person, identifying one or more previous locations of the device based on the location signals, identifying a subset of the reachable locations based on the previous locations of the device, and generating a graphical interface to visually display the subset of the reachable locations on a map.

Abstract: The invention encompasses a nontoxic agricultural formulation of a concentrated liquid suspension comprising a drying oil and suspended particulate materials, and also encompasses an aqueous formulation comprising the concentrated liquid suspension and an agricultural treatment agent. The invention additionally encompasses methods of treating an agricultural target.