Abstract: A system and method for tuning hormone receptors through the dynamic intravenous introduction of a hormone in a manner that mimics a target physiological secretion cadence of that hormone is presented herein. In particular, a dosing model is developed with a desired goal of creating a hormone delivery plan with a dosing waveform that resembles a waveform associated with the target physiological secretion cadence of the hormone. Several bolus delivery specifications, including volume, frequency and pressure, are dynamically defined such that, over a specified period of time, the bolus introductions create the desired dosing waveform. The dosing model is then executed through a plurality of successive and dynamic intravenous exogenous bolus introductions of the hormone according to the plurality of bolus delivery specifications.

Abstract: A vehicle audio output device and light system accommodating sounding the vehicle audible output device and illuminating one or more vehicle exterior lights when a user-operated button is pressed. The electrical circuit includes a battery electrically connected to a horn and light computer. The computer includes a processor and an input/output interface. The system circuit further includes a user-operated button electrically connected to the battery, to a vehicle horn, and to an input port of the system computer. The system computer is electrically connected to a light relay module via an output port, and the light relay module is connected to a vehicle exterior light. The system computer processor can be programmed to illuminate or flash the exterior light as desired. The system may further include a vehicle audio output device and light system switch and may also include a vehicle main computer electrically connected to the light relay module.

Abstract: A pedal assembly and steering assembly are disclosed for converting an inflatable, drop stitch paddle watercraft into a pedal watercraft. The pedal assembly includes a mounting plate and mounting bracket for supporting a geared drive shaft in an opening extending through the floor of the watercraft. The steering assembly includes a rudder connected to a tiller through push pull cables.

Abstract: Aspects of the present disclosure can trigger an action based on a motion detected by an artificial reality (XR) device, such as a head-mounted display (HMD). The XR device can display an XR experience to a user. While displaying the XR experience, the XR device can detect a physical interaction with the XR device using one of more sensors (e.g., sensors of an inertial measurement unit (IMU)). The physical interaction can generate a movement profile captured by the one or more sensors. The XR device can identify the physical interaction as a particular motion (e.g., one or more taps on the XR device) by applying a machine learning model to the movement profile. In response to identifying the particular motion, the XR device can trigger an action on the XR device (e.g., activating pass-through on the XR device).

Abstract: A road sign interpretation system includes a front-facing camera mounted on or in a vehicle collecting image data of multiple road signs. A first convolutional neural network (CNN) receives the image data from the front-facing camera and yields a set of sign predictions including one or more sign text instances. A second CNN defining a text extractor receives the image data from the front-facing camera and extracts text candidates including the multiple sign text instances. Sign and sign data localization is provided in the second CNN to compute a text order from the multiple sign text instances. A sign text synthesizer module receives individual sign text instances from the first CNN and individual ones of the sign text instances in digitized forms from an optical character recognizer (OCR). A semantic encoding and interpretation module receives the sign text instances and identifies semantics of the multiple road signs.

Abstract: The present disclosure is generally related to a data processing system to process data packets in a voice activated computer network environment. The data processing system can improve the efficiency of the network by generating non-video data responses to voice commands received from a client device if a display associated with a client device is in an OFF state. A digital assistant application executed on the client device can send to the data processing system client device configuration data, which includes the state of the display device, among status data of other components of the client device. The data processing system can receive a current volume of speakers associated with the client device, and set a volume level for the client device based on the current volume level and a minimum response volume level at the client device.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training and using machine learning models to generate graphical user interfaces from textual descriptions.

Abstract: A wireless communication system includes a first wireless communication node for transmitting a data signal that is sent to a second wireless communication node by skywave propagation over at least two different data transmission paths. The first data transmission path includes at least one reflection point where the data signal is reflected by the atmosphere and the second data transmission path includes more reflection points than the first data transmission path. The data signal that travelled along the first data transmission path is decoded before the data signal that travelled along the second data transmission path.

Abstract: A lid for a drinking vessel including a lid base, a movable arm, and an actuator. The base defines a drinking opening. The arm is coupled to the base and located in an interior of the base. The actuator is accessible from an exterior of the base. A first and second magnet unit are coupled to one of the arm or actuator. A third magnet unit is coupled to the other of the arm or actuator. The arm is movable between a sealed position, in which the drinking opening is sealed, and an open position, in which the drinking opening is not sealed. The actuator is movable between a first and second position. A magnetic force maintains the arm in the open position while the actuator is in the second position, and a magnetic force maintains the arm in the sealed position while the actuator is in the first position.

Abstract: The present disclosure relates to a network access device and method for the same, medium and program product. A network access device, comprising: a memory storing instructions; and a processor executing at least the following operations: monitoring changes in channel state between user equipment and a network access device; storing and updating the list of static user equipment from the user equipment, wherein a monitored change in a channel state during a first time period is smaller than a first threshold; grouping two or more user equipment in the list of static user equipment into at least one first sounding group based on sounding grouping criteria; and performing channel sounding, in the absence of the list of static user equipment, for the at least one first sounding group at a second channel sounding frequency lower than a first channel sounding frequency.

Abstract: A container system monitors one or more activities of an application container in a container system by intercepting data from the one or more activities of the application container. The application container includes computer-readable instructions and initiated via a container service and isolated using operating system-level virtualization. The monitoring is performed at a layer between the app container and the container service. The container system also transmits a report of the intercepted one or more activities to a designated source. The container system inspects the intercepted one or more activities, and in response to the intercepted one or more activities violating a policy in a policy store, triggers an action specified in the policy.

Abstract: Rendered portions of a renderable portion of a first view of a multi-view signal are introduced into a prediction loop of a multi-view encoder to form a reference signal for the block-based prediction of the encoder's view predictor may improve the prediction and thereby increasing the coding efficiency. The introduction may be performed by completely inserting the renderable portion into the prediction loop to form new reference pictures with their own reference picture indices in addition to reference pictures obtained by the reconstructed version of the multi-view signal of the block-based prediction. Alternatively, the rendered portion may be introduced into the prediction loop completely, but with replacing the normal prediction reference signal, i.e., the normally reconstructed signal as obtained by block-based prediction. Alternatively, it may be signaled within the data stream which portions of the renderable portion are used to replace respective portions in the normally reconstructed signal.

Abstract: This document relates to training of machine learning models such as neural networks. One example method involves providing a machine learning model having one or more layers and associated parameters and performing a pretraining stage on the parameters of the machine learning model to obtain pretrained parameters. The example method also involves performing a tuning stage on the machine learning model by using labeled training samples to tune the pretrained parameters. The tuning stage can include performing noise adjustment of the labeled training examples to obtain noise-adjusted training samples. The tuning stage can also include adjusting the pretrained parameters based at least on the labeled training examples and the noise-adjusted training examples to obtain adapted parameters. The example method can also include outputting a tuned machine learning model having the adapted parameters.

Abstract: A vehicular electrical plug or connector is provided. In another aspect, an electrical connector includes a wire cable having a first end that is permanently connected to a wheeled recreational vehicle, a second end with an outlet-engageable plug thereon, and a switch allowing for a high potential or dielectric withstand test by the vehicle manufacturer in one switch condition, and then the switch allowing for normal use while detecting and/or alerting a user of an electrical ground and/or polarity problem in another switch condition. A further aspect of an electrical connector employs multiple lights on a plug, one of which alerts a user of an electrical ground and/or polarity problem, and another of which is illuminated when electricity is flowing through the plug. Another aspect of a vehicular electrical plug and method of manufacturing same, includes liquid polyurethane fed into a hole in a plug housing which then fills the otherwise open area therein to create a water-resistant seal for the plug.

Abstract: An NFT system operates by receiving an application launch request for a game application having a game non-fungible token (NFT) associated therewith; generating, via the game application and in response to the application launch request, launch metadata; sending the launch metadata to an NFT wallet, the NFT wallet containing a private key associated with the game NFT; receiving, from the NFT wallet, a launch response that is generated based on the private key; generating, via the game application and based on the launch response, an ownership check; sending the ownership check to a blockchain system that stores the game NFT; receiving, from the blockchain system, an ownership validation response; and enabling, via the game application, play of the game when the ownership validation response indicates ownership of the game NFT is verified.

Abstract: Systems and methods for routing in mixture-of-expert models. In some aspects of the technology, a transformer may have at least one Mixture-of-Experts (“MoE”) layer in each of its encoder and decoder, with the at least one MoE layer of the encoder having a learned gating function configured to route each token of a task to two or more selected expert feed-forward networks, and the at least one MoE layer of the decoder having a learned gating function configured to route each task to two or more selected expert feed-forward networks.

Abstract: A viewer may zoom in on an image to see a portion of the image. The image may be analyzed to determine if zoom enhancement is necessary. The zoomed region may be matched to a replacement texture. The replacement texture may be used to enhance the image by replacing some or all of the image data.

Abstract: Provided are methods for rating agave derived beverages, that include assigning each beverage a position on a scale of quality based on its content of MAO A inhibitors or MAO B inhibitors or both. Also provided are labels displaying the quality of an agave derived beverage that has been assessed using such methods.

Abstract: An example apparatus includes message generator circuitry to generate a first message for a first server of a first Internet domain in response to detecting a login event at a client device, the login event associated with an Internet-based service of a second Internet domain, the second Internet domain outside the first Internet domain, and a communication interface to receive a second message from the first server, the second message including a global unique identifier (GUID) and a login timestamp, the GUID identifying at least one of the client device or a user of the client device to the first Internet domain, the message generator circuitry to generate a third message including (a) the GUID, (b) a cookie identifier associated with the second Internet domain, and (c) the login timestamp, the third message to cause generation of an identifier-to-cookie map at a second server of the second Internet domain.

Abstract: This application is directed to a bias circuit. The bias circuit includes a biasing voltage reference circuit including at least a first transistor. The biasing voltage reference circuit is configured to output a first voltage that depends on a threshold voltage of the first transistor. The bias circuit also includes a differential input circuit coupled to the biasing voltage reference circuit and having two differential inputs. The differential input circuit is configured to receive the first voltage and a reference voltage and generate a second voltage based on a difference between the first voltage and the reference voltage. The bias circuit further includes a buffer circuit coupled to the differential input circuit. The buffer circuit is configured to receive the second voltage and generate a bias voltage based on the second voltage. The bias voltage depends on the threshold voltage of the first transistor.