Abstract: Systems and methods are provided for performing operations comprising: capturing, by an electronic mirroring device, a video feed received from a camera of the electronic mirroring device, the video feed depicting a user; displaying, by one or more processors of the electronic mirroring device, one or more menu options on the video feed that depicts the user, the one or more menu options relating to a first level in a hierarchy of levels; detecting a gesture performed by the user in the video feed; and in response to detecting the gesture, displaying a set of options related to a given option of the one or more menu options, the set of options relating to a second level in the hierarchy of levels.

Abstract: Methods and apparatus for wireless transmit/receive unit (WTRU) power control are described. A method includes receiving a time domain resource allocation (TDRA) list configuration including entries, each including a resource allocation that includes a slot offset value. L1 signaling is received indicating a minimum slot offset value. Downlink control information (DCI) is decoded on a physical downlink control channel in a slot. An index is obtained from the decoded DCI, identifying an entry in the TDRA list. A particular slot offset value identified by the index is retrieved from the TDRA list and compared with the minimum slot offset value. If the particular slot offset value is less than the minimum slot offset value, the entry is invalid. If the particular slot offset value is greater than or equal to the minimum slot offset value, a physical downlink shared channel is received.

Abstract: An apparatus includes a catheter including light fibers extending from a proximal section to a distal section. The apparatus may include an emission section positioned on the distal section that is coated with an NVS agent. The material of the emission section may be different from the other sections of the catheter. The apparatus can be sterilized using E-beam sterilization.

Abstract: Implementations are directed to converting a product representation stored in a computer-readable file to a mesh representation, the product representation including a multi-dimensional model of an object, generating a graph representation from the mesh representation, the graph representation including a set of vertices, each vertex associated with a set of coordinates in multi-dimensional space, providing a compound vector representation as a data structure including a set of vectors, each vector in the set of vectors including an m-bit vector that encodes a respective vertex of the set of vertices, the m-bit vector including a set of bit groups, each bit group representing a respective coordinate associated in the set of coordinates of the respective vertex, and processing the compound vector representation through a ML system to generate a prediction associated with the object.

Abstract: Systems, methods, and computer-readable media are disclosed for systems and methods for intelligent correlation of video and text content using machine learning. Example methods include determining first video content having a first video segment and first text corresponding to the first video segment, generating a first embedded vector using the first video segment and the first text, and determining, using a first machine learning model, a first image relevance score for the first video content based at least in part on the first embedded vector. Example methods may include determining a first text score for the first video content based at least in part on the first embedded vector, determining, using the first image relevance score and the first text score, that the first video segment depicts content of a first undesired category, and causing presentation of a notification indicating presence of content of the first undesired category.

Abstract: An agricultural aircraft tailwheel jack pad adaptable to a distal end of a lifting ram of a jack. The agricultural aircraft tailwheel jack pad provides a main plate dimensioned and adapted to seat framing of the undercarriage of an aircraft adjacent its tailwheel. The agricultural aircraft tailwheel jack pad provides a connecting tube with weight-bearing gusset plates that support the main plate. The proximal end of the tube receives a distal end of the lifting ram that engages a contact plate withing the lumen of the tube.

Abstract: An end cap, a collectible card protective assembly, and a storage system generally comprise a cover sized to extend over and close the open end of a collectible card holder, and an engagement member configured to engage the collectible card holder and releasably secure the cover to the collectible card holder. The end cap prevents removal of the collectible card from the pocket when the cover is secured to the collectible card holder by the engagement member.

Abstract: Methods include the use of a probe array that includes a flotation device configured to maintain the probe array adjacent a surface of a wellbore fluid; an acquisition module secured to the flotation device such that the acquisition module is positioned below the surface of the wellbore fluid, and that include one or more of a dissolved oxygen probe, a pH probe, a turbidity probe, or a conductivity probe; transmitter configured to receive data acquired from the acquisition module and transmit the data to a computer system configured to receive the data from the transmitter and configured to perform the steps of: processing the data to determine one or more wellbore fluid properties, displaying the one or more wellbore fluid properties and/or one or more remedial actions.

Abstract: An autonomous vehicle collects sensor data of an environment surrounding the autonomous vehicle including traffic entities such as pedestrians, bicyclists, or other vehicles. The sensor data is provided to a machine learning based model along with an expected turn direction of the autonomous vehicle to determine a hidden context attribute of a traffic entity given the expected turn direction of the autonomous vehicle. The hidden context attribute of the traffic entity represents factors that affect the behavior of the traffic entity, and the hidden context attribute is used to predict future behavior of the traffic entity. Instructions to control the autonomous vehicle are generated based on the hidden context attribute.

Abstract: A method performed by a WTRU may comprise receiving a plurality of LBT configurations associated with one or more of a beam, a BWP, a LCH, a set of LBT parameters, a transmission type or an LBT subband. The method may further comprise receiving an indication to transmit using a first LBT configuration of the plurality of LBT configurations. An attempt to acquire a channel may then be made using the first LBT configuration. The indication to transmit may additionally indicate a second LBT configuration of the plurality of LBT configurations. Data may be transmitted on the channel when the attempt to acquire the channel is successful. An attempt to acquire the channel using the second LBT configuration of the plurality of LBT configurations may be made when the attempt to acquire the channel using the first LBT configuration fails.

Abstract: A method performed by a WTRU may comprise receiving a plurality of LBT configurations associated with one or more of a beam, a BWP, a LCH, a set of LBT parameters, a transmission type or an LBT subband. The method may further comprise receiving an indication to transmit using a first LBT configuration of the plurality of LBT configurations. An attempt to acquire a channel may then be made using the first LBT configuration. The indication to transmit may additionally indicate a second LBT configuration of the plurality of LBT configurations. Data may be transmitted on the channel when the attempt to acquire the channel is successful. An attempt to acquire the channel using the second LBT configuration of the plurality of LBT configurations may be made when the attempt to acquire the channel using the first LBT configuration fails.

Abstract: A positionable connector assembly comprises a base, a connector operatively connected to the base, a friction member positioned between the base and the connector, and a biasing member operatively connected to the connector and configured and arranged to bias the connector toward the friction member.

Abstract: Wind turbine ice protection systems and methods are provided. An ice protection system for heating a wind turbine blade includes: a heater disposed in an interior of the wind turbine blade, the heater for heating air; a blower disposed in the interior of the wind turbine blade and for moving the air across the heater to generate a heated airflow; a duct disposed in the interior of the wind turbine blade, the duct for receiving the heated airflow and releasing the heated airflow into the interior of the wind turbine blade; and an electrical control subsystem disposed in the wind turbine for controlling one or more components of the ice protection system.

Abstract: Implementations are directed to a set of intelligent assistants for execution with a computer-aided design (CAD) program, one or more intelligent assistants of the set of intelligent assistants processing a product representation of a product using one or more of embeddings and ML models to provide functionality to progress a design of the product through a design process.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for reinforcement learning in agent training. Agents may be trained using reinforcement learning. The methods, systems, and apparatus include actions of obtaining scene grammars, obtaining a reference video of a reference agent performing a task, generating environments from the scene grammars, determining that behavior of a sample agent shown in a particular environment of the environments matches behavior of the reference agent, storing an indication that the particular environment trains agents to perform the task, determining to train a new agent to perform the task, identifying the particular environment based on the indication, and training the new agent to perform the task in the particular environments identified.

Abstract: A wireless transmit/receive unit (WTRU) may communicate in a non-terrestrial network (NTN) comprising a plurality of satellites. The WTRU may be preconfigured with a plurality of measurement configurations and a corresponding plurality of activation/deactivation criteria associated with the plurality of satellites. The activation/deactivation criteria includes at least activation timing information. The WTRU may activate and deactivate each of the plurality of measurement configurations over time in accordance with the activation/deactivation criteria. The WTRU may perform measurements on cell beams for satellites with active measurement configurations and report results based on the measurements to NTN.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for agent environment co-creation. The methods, systems, and apparatus include actions of determining a success rate of an agent in an environment with a first complexity, determining that the success rate satisfies a complexity change criteria, in response to determining that the success rate satisfies the complexity change criteria, determining a second complexity that has a greater complexity than the first complexity, training the agent in the environment with the second complexity, and providing the agent trained in the environment with the second complexity.

Abstract: An autonomous vehicle collects sensor data of an environment surrounding the autonomous vehicle including traffic entities such as pedestrians, bicyclists, or other vehicles. The sensor data is provided to a machine learning based model along with an expected turn direction of the autonomous vehicle to determine a hidden context attribute of a traffic entity given the expected turn direction of the autonomous vehicle. The hidden context attribute of the traffic entity represents factors that affect the behavior of the traffic entity, and the hidden context attribute is used to predict future behavior of the traffic entity. Instructions to control the autonomous vehicle are generated based on the hidden context attribute.

Abstract: Methods and apparatus for wireless transmit/receive unit (WTRU) power control are described. A method includes receiving a time domain resource allocation (TDRA) list configuration including entries, each including a resource allocation that includes a slot offset value. L1 signaling is received indicating a minimum slot offset value. Downlink control information (DCI) is decoded on a physical downlink control channel in a slot. An index is obtained from the decoded DCI, identifying an entry in the TDRA list. A particular slot offset value identified by the index is retrieved from the TDRA list and compared with the minimum slot offset value. If the particular slot offset value is less than the minimum slot offset value, the entry is invalid. If the particular slot offset value is greater than or equal to the minimum slot offset value, a physical downlink shared channel is received.

Abstract: Methods include the use of a probe array that includes a flotation device configured to maintain the probe array adjacent a surface of a wellbore fluid; an acquisition module secured to the flotation device such that the acquisition module is positioned below the surface of the wellbore fluid, and that include one or more of a dissolved oxygen probe, a pH probe, a turbidity probe, or a conductivity probe; transmitter configured to receive data acquired from the acquisition module and transmit the data to a computer system configured to receive the data from the transmitter and configured to perform the steps of: processing the data to determine one or more wellbore fluid properties, displaying the one or more wellbore fluid properties and/or one or more remedial actions.