Abstract: A vehicle includes a processor, programmed to responsive to detecting a configuration modification to a controller of the vehicle, generate a snapshot to record a current configuration of the controller as modified; and responsive to detecting an authorized digital entity wirelessly connected to the vehicle, send the snapshot to the digital entity to back up the snapshot, wherein the snapshot includes configurations of multiple controllers of the vehicle including the current configuration.

Abstract: Embodiments of golf club heads, golf clubs, and methods to manufacture golf club heads and golf clubs are generally described herein. In one example, a golf club head may include a body portion with an interior cavity and a port having an opening to the interior cavity. A polymer material is injected into the interior cavity from the port. The golf club head may further include a first mass portion and a second mass portion. The first mass portion may have a first end, a second end, and a first mass portion distance between the first end and the second end. The second mass portion may be coupled to the back wall portion below a horizontal midplane of the body portion. The second mass portion may include a first end, a second end, and a second mass portion distance between the first end and the second end. The total mass of the second mass portion may be greater than a total mass of the first mass portion, and the second mass portion distance may be greater than the first mass portion distance.

Abstract: Aspects herein relate to protective headgear for sports and to methods of using such headgear. In one aspect, the headgear has an external head-protecting shell that is soft to reduce the risk of injuring other players. In another aspect, the headgear has a rear closure arrangement that includes a bridge component for ease of putting on the headgear and for added protection at the closure area of the rear closure arrangement. In another aspect, fit pads of different sizes are removeably attachable to a cheekbone extension member of the headgear to provide a proper fit to the wearer's cheekbone. A face mask is integrated with the headgear in some embodiments.

Abstract: Techniques are described herein for multi-modal interaction between users, automated assistants, and other computing services. In various implementations, a user may engage with the automated assistant in order to further engage with a third party computing service. In some implementations, the user may advance through dialog state machines associated with third party computing service using both verbal input modalities and input modalities other than verbal modalities, such as visual/tactile modalities.

Abstract: A better compromise between encoding complexity and achievable rate distortion ratio, and/or to achieve a better rate distortion ratio is achieved by using multitree sub-divisioning not only in order to subdivide a continuous area, namely the sample array, into leaf regions, but using the intermediate regions also to share coding parameters among the corresponding collocated leaf blocks. By this measure, coding procedures performed in tiles—leaf regions—locally, may be associated with coding parameters individually without having to, however, explicitly transmit the whole coding parameters for each leaf region separately. Rather, similarities may effectively exploited by using the multitree subdivision.

Abstract: A wedge for use in a dental restoration procedure for an anterior tooth. The wedge includes a handle portion, a body portion coupled to and extending outward from the handle portion, and a matrix band coupled to the body portion. The body portion is adapted to be disposed in an approximal space between the anterior tooth and a tooth adjacent the anterior tooth. The matrix band is adapted to contact the anterior tooth when the body portion is disposed in the approximal space.

Abstract: A processing unit can operate a first recurrent computational model (RCM) to provide first state information and a predicted result value. The processing unit can operating a first network computational model (NCM) to provide respective expectation values of a plurality of actions based at least in part on the first state information. The processing unit can provide an indication of at least one of the plurality of actions, and receive a reference result value, e.g., via a communications interface. The processing unit can train the first RCM based at least in part on the predicted result value and the reference result value to provide a second RCM, and can train the first NCM based at least in part on the first state information and the at least one of the plurality of actions to provide a second NCM.

Abstract: In an edge data management methodology, first information is obtained pertaining to a given data set associated with a computing environment, wherein the computing environment comprises one or more edge computing networks and one or more centralized computing networks. Second information is obtained that is descriptive of processing functionalities available at the one or more edge computing networks. Third information is obtained that is descriptive of processing functionalities available at the one or more centralized computing networks. A processing location decision is generated for at least a portion of the given data set based on the obtained first, second and third information. Time cost information may also be obtained that is associated with processing of at least a portion of the given data set, and used to generate the processing location decision.

Abstract: Methods, systems, and apparatuses are described for identifying highlights of a content item, and identifying times, within the content item, to indicate as a beginning of a chapter within the content item. A second content item that corresponds to a portion of the first content item may be identified. The portion of the first content item may be determined to be a highlight of the first content item. Shot boundaries of the content item may be determined, and chapter information corresponding to a different version of the content item may be mapped to the content item.

Abstract: Methods, systems, and apparatus, including an apparatus for determining pixel coordinates for image transformation and memory addresses for storing the transformed image data. In some implementations, a system includes a processing unit configured to perform machine learning computations for images using a machine learning model and pixel values for the images, a storage medium configured to store the pixel values for the images, and a memory address computation unit that includes one or more hardware processors. The processor(s) are configured to receive image data for an image and determine that the dimensions of the image do not match the dimensions of the machine learning model. In response, the processor(s) determine pixel coordinates for a transformed version of the input image and, for each of the pixel coordinates, memory address(es), in the storage medium, for storing pixel value(s) that will be used to generate an input to the machine learning model.

Abstract: A composition for providing a film on keratin fibres, the composition comprising: a film-forming aminosilicone polymer; a silicone resin; an ether of a water-soluble polyhydric alcohol; a thickening system comprising a deposition enhancer and a thickening polymer; one or more coloured materials or one or more pigments; water; 2-phenoxyethanol and/or phenylmethanol; wherein the composition is substantially free of esters of parahydroxybenzoic acid; and wherein the composition is substantially free of isothiazolinone compounds. Also, associated methods, kits and uses.

Abstract: Methods and systems for providing digital assistance. One system includes at least one electronic processor configured to access data representing historical tasks performed by a user through at least one user device, determine, based on the data, a first plurality of tasks associated with a life event of the user, and store an association between the first plurality of tasks and the life event. The electronic processor is also configured to, in response to a current occurrence of the life event experienced by the user, retrieve the association and generate a user interface for display to the user, the user interface including a second plurality of tasks for addressing the current occurrence of the life event based on the first plurality of tasks.

Abstract: A push-pull connection includes a push-pull boot connector and an adapter, which are connected together and retained with a latching mechanism. The push-pull boot connector includes a connector housing and a remote release push-pull strain relief boot. The connector housing, when pulled away from the mating face of the adapter, via the strain relief boot, will detach the latching mechanism.

Abstract: A storage system comprises a plurality of storage devices, and is configured to establish a redundant array of independent disks (RAID) arrangement comprising a plurality of stripes, with each of the plurality of stripes comprising a plurality of blocks, the blocks being distributed across multiple ones of the storage devices. In conjunction with establishment of the RAID arrangement, the storage system is further configured, for each of the plurality of stripes, to designate multiple ones of the storage devices as respective spare devices for that stripe, and for each of the storage devices, to determine numbers of the stripes for which that storage device is designated as a spare device for respective ones of the other storage devices in each of multiple spare levels and for each of multiple failure combinations. A particular number of spare blocks is reserved for each of the storage devices using the determined numbers.

Abstract: The disclosure provides rotary machines that include, in one embodiment, a rotatable shaft defining a central axis A, the shaft having a first end and a second end. The shaft can have a first hub disposed thereon with a plurality of cavities. At least one contour is slidably received into an arcuate cavity in an exterior surface of the hub. The contour has a convex outer surface that cooperates with an inwardly facing curved surface of a housing to form a working volume.

Abstract: A multilayer thermoplastic article blended with hydrolytically unstable polymers and a material component for improved recyclability. The multilayer thermoplastic article having an inner layer being made of a thermoplastic material, an outer layer being made of a thermoplastic material, and an intermediate layer disposed between the inner layer and the outer layer. The intermediate layer is made of a blended material comprising 50 to 99 wt. % of a hydrolytically unstable polymer and 1 to 50 wt. % of the material component selected from the group consisting of an oxygen scavenger, an oxidizable organic polymer, a passive barrier material, Iron, Ascorbic Acid, and potassium sulfite.

Abstract: Disclosed are apparatus, systems, and methods, including a ground transport drive container comprising an outer container having a cuboid shape and comprising a plurality of fittings for securing the outer container to another apparatus; and a drive wheel assembly. The drive wheel assembly comprises one or more wheels and a deployment mechanism secured to the one or more wheels. An actuating member actuates the drive wheel assembly between a stowed configuration and one or more deployed configurations. In the stowed configuration, the drive wheel assembly is housed entirely within the outer container. In the one or more deployed configurations, the drive wheel assembly extends from the outer container.

Abstract: During output of a primary media stream from a cable, satellite, television, radio or internet source, a condition, signal or indication of a commercial break is detected causing a context switch to occur and enabling other services, programming or devices to intervene during the commercial break and causing an alternative output to be produced by a process or device. When the commercial break is over, the system may optionally rejoin with the primary media stream.

Abstract: A method may include obtaining first audio data of a first communication session between a first and second device and during the first communication session, obtaining a first text string that is a transcription of the first audio data and training a model of an automatic speech recognition system using the first text string and the first audio data. The method may further include in response to completion of the training, deleting the first audio data and the first text string and after deleting the first audio data and the first text string, obtaining second audio data of a second communication session between a third and fourth device and during the second communication session obtaining a second text string that is a transcription of the second audio data and further training the model of the automatic speech recognition system using the second text string and the second audio data.

Abstract: A method for use in a memory device including a first memory matrix is provided, the method comprising: receiving a write request that is associated with a first memory cell, the first memory cell being part of the first memory matrix; copying a content of a second memory cell into a register, the second memory cell being part of the first memory matrix; overwriting the second memory cell with the content of the register when the content of the second memory cell is different from the content of the register; and writing, to the first memory cell, at least a portion of data that is associated with the write request.