Abstract: Images of an object may be captured at a computing device. Each of the images may be captured from a respective viewpoint based on image capture configuration information identifying one or more parameter values. A multiview image digital media representation of the object may be generated that includes some or all of the images of the object and that is navigable in one or more dimensions.

Abstract: Processes to receive user input parameters and system input parameters associated with a borehole undergoing active drilling operations to continually update drilling directions with wholistically applied optimizations to bring the actual borehole trajectory closer to the planned borehole trajectory. The processes can project ahead of the drilling assembly to determine the actual trajectory of the borehole and generate corrections to reduce the gap between the actual and planned trajectory paths. Various optimizations can be applied to the corrections to avoid overstressing systems or reducing the borehole productivity. Conflicts between optimizations can be resolved using a weighting or ranking system. More than one set of corrections can be determined and a user or a machine learning system can be used to select the one set of corrections to use as the results to be communicated and applied to the drilling operation plan or a borehole system, such as a geo-steering system.

Abstract: A method, computer program, and computer system is provided for predicting features in a binary file, such as an image, an animation, a video, or a sound. The binary file is received. A feature value corresponding to latent space of the binary file is calculated based on a dual-encoder attention-based U-net architecture. A new binary file is generated based on the calculated feature value.

Abstract: A method performed by an apparatus capable of multi-link operations with respect to a plurality of channels, comprising determining a fast channel and a slower channel, transmitting a packet in a packet queue using the fast channel without using the slower channel when a number of data packets waiting in the packet queue is smaller than a first threshold number, and transmitting a packet in the packet queue using both the fast channel and the slower channel when the number of data packets waiting in the packet queue is equal to or greater than the first threshold number.

Abstract: In various examples, image-based three-dimensional occupant assessment for in-cabin monitoring systems and applications are provided. An evaluation function may determine a 3D representation of an occupant of a machine by evaluating sensor data comprising an image frame from an optical image sensor. The 3D representation may comprise at least one characteristic representative of a size of the occupant, (e.g., a 3D pose and/or 3D shape), which may be used to derive other characteristics such as, but not limited to weight, height, and/or age. A first processing path may generate a representation of one or more features corresponding to at least a portion of the occupant based on optical image data, and a second processing path may determine a depth corresponding to the one or more features based on depth data derived from the optical image data and ground truth depth data corresponding to the interior of the machine.

Abstract: This application is directed to predicting vehicle turn and brake actions for at least partially autonomous vehicle driving. A first vehicle obtains a plurality of images along a road. For each image of the plurality of images, the first vehicle extracts, from the image, a plurality of image regions each corresponding to a respective vehicle light of a second vehicle positioned on the road near the first vehicle. The first vehicle generates, for each image, a composite image that includes the plurality of image regions. The first vehicle determines, for each image region, a probability that a respective vehicle light of the second vehicle changed its state. The first vehicle predicts a vehicle action of the second vehicle based on the probability for each image region. The first vehicle at least partially autonomously driving the first vehicle based on the predicted vehicle action of the second vehicle.

Abstract: Apparatuses, methods, systems, and chip-containing products are disclosed, which relate to an arrangement comprising a level N cache level and a level M cache level, where M is greater than N. The level N cache level comprises a plurality of linefill slots and performs a slot allocation procedure in response to a lookup miss in dependence on a linefill slot occupancy criterion. The slot allocation procedure comprises allocation of an available slot of the plurality of slots to a pending linefill request generated in response to the lookup miss. The level N cache level effects a modification of the slot allocation procedure in dependence on the linefill slot occupancy criterion and is responsive to the linefill slot occupancy criterion being fulfilled to cause a linefill delegation action to be instructed to the level M cache level.

Abstract: Various aspects of the techniques, methods and devices described in this disclosure relate generally to achieving coexistence between WLAN and P2P networks, and specifically, to coordinated D2D communications. Some aspects particularly involve extending the capabilities of TWT elements transmitted by APs to support periodic reserved access windows during which D2D-enabled wireless devices are permitted to transmit direct wireless communications. Some other aspects relate to sharing time and frequency resources via CAP TDMA or CAP OFDMA techniques, and specifically, to allocating at least some of the time and frequency resources specifically for D2D communications.

Abstract: Methods, systems, and devices for wireless communications are described. An access point (AP) may transmit, to a second AP and during a first portion of a transmission opportunity (TxOP), a request to participate in a multi-user (MU) transmission. The AP may receive, from the second AP and during the first portion of the TxOP, an indication of intent to participate in the MU transmission during the second portion of the TxOP, the indication of intent including a resource request of the second AP for participation in the MU transmission. The AP may transmit, during an initial period of the second portion of the TxOP, a trigger signal to the second AP indicating a set of one or more resources for the second AP during the MU transmission. The AP may participate, in conjunction with the second AP and during the second portion of the TxOP, in the MU transmission.

Abstract: This disclosure provides methods, components, devices and systems for coordinated medium access period management for overlapping basic service sets (OBSSs). Some aspects more specifically relate to coordinated medium access between access points (APs) and stations (STAs) of an OBSS. In some examples, a first STA may monitor, over one or more medium access periods, for communications between a neighbor AP and one or more second STAs. The one or more medium access periods may be configured for medium access and resource reservation for communications between the neighbor AP and the one or more second STAs. In some examples, the first STA may transmit to an associated AP, a report indicating the one or more attributes associated with the monitoring over the one or more medium access periods. In some examples, the report may be solicited or unsolicited, and the STA may monitor for communications over one or more measurement windows.

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product aspects, and/or combinations and sub-combinations thereof, for generating trailers (previews) for multimedia content. An example aspect operates by generating an initial set of candidate points to generate a trailer for a media content; determining conversion data for each of the initial set of candidate points; determining an updated set of candidate points based on the conversion data; determining an estimated mean and upper bound for each of the updated set of candidate points; computing a value for each of the updated set of candidate points; generating a ranked list based on the value computed for each of the updated set of candidate points; and repeating the process until an optimal candidate point is converged upon.

Abstract: Systems and methods are disclosed that relate to object detection and to generating detected object representations. Sensor data corresponding to a scene may be obtained that may represent one or more objects. A tensor may be generated based at least on the sensor data, where the tensor may represent the one or more objects and may include respective predicted 3D characteristics of the one or more objects. The tensor may be represented in 2D space and may be decoded to generate 3D representations of objects using, for example, one or more curve fitting algorithms.

Abstract: A method is presented including inspecting a cell site, in real-time, with an unmanned aerial vehicle (UAV) including an edge-based artificial intelligence (AI) component mounted thereon, capturing, by one or more cameras of the UAV, a plurality of images pertaining to at least antennae and communication equipment associated with the cell site, identifying, by the AI component, in real-time, the plurality of images to dynamically apply AI inspection models thereto, and generating, in real-time, an inspection report based on information and data derived from applying the AI inspection models to the plurality of images captured.

Abstract: Microelectronic assemblies fabricated using hybrid manufacturing for integrating photonic and electronic components, as well as related devices and methods, are disclosed herein. As used herein, “hybrid manufacturing” refers to fabricating a microelectronic assembly by bonding at least two IC structures fabricated using different manufacturers, materials, or manufacturing techniques. Before bonding, at least one IC structure may include photonic components such as optical waveguides, electro-optic modulators, and monolithically integrated lenses, and at least one may include electronic components such as electrically conductive interconnects, transistors, and resistors. One or more additional electronic and/or photonic components may be provided in one or more of these IC structures after bonding. For example, an interconnect implemented as an electrically conductive via or a waveguide implemented as a dielectric via may be provided after bonding to extend through one or more of the bonded IC structures.

Abstract: Embodiments described herein include software, firmware, and hardware logic that provides techniques to perform arithmetic on sparse data via a systolic processing unit. One embodiment provides for data aware sparsity via compressed bitstreams. One embodiment provides for block sparse dot product instructions. One embodiment provides for a depth-wise adapter for a systolic array.

Abstract: Methods, apparatus, and processor-readable storage media for pairing multiple devices into a designated group for a communication session are provided herein. An example computer-implemented method includes processing, via at least a portion of multiple processing devices, information associated with a network in connection with one or more device pairing requests from one or more of the processing devices; implementing, via at least one the multiple processing devices, a pairing algorithm, wherein the pairing algorithm comprises searching for one or more of the processing devices, in accordance with one or more temporal values associated with the at least one processing device and at least one of the one or more device pairing requests corresponding thereto, and one or more pairing parameters; and automatically pairing, via the network and based on the pairing algorithm, the at least one processing device to one or more of the processing devices.

Abstract: There is provided an apparatus, medium and method for cache invalidation. The apparatus comprises a cache having a plurality of entries grouped into a plurality of entry sets. Each entry of the plurality of entries identifies an address range having one of a plurality of predetermined address range sizes. The apparatus further comprises cache invalidation circuitry responsive to a cache invalidation request indicating an address invalidation range to trigger invalidation of entries in the cache that overlap the address invalidation range. The cache invalidation circuitry is configured to operate in one of a plurality of invalidation modes based on the address invalidation range and cache occupancy information indicating address range sizes identified by the plurality of entries in the cache.

Abstract: The use of multiple horizon optimization for vehicle dynamics and powertrain control of a vehicle is provided. Long horizon optimization for a trip of the vehicle is performed, and an optimal value function is determined. Data is received from powertrain and/or connectivity features from one or more of components of the vehicle. Short horizon optimization for the trip is performed using a rollout algorithm, the optimal value function, and the received data. The operation of the vehicle is adjusted using results of the short horizon optimization.

Abstract: A system described herein may receive respective measures of load associated with first and second cells of a wireless network. The system may receive a measures of utilization associated with the first and second cells, as determined by a User Equipment (“UE”) that is connected to the first cell. The system may determine whether the UE should be handed over from the first cell to the second cell, and further based on the measures of load associated with the first and second cells, the measures of utilization associated with the first and second cells, as determined by the UE. The system may cause the UE to be handed over from the first cell to the second cell based on the determining.

Abstract: A network function virtualization (NFV) orchestration service includes a centralized orchestration device and a multi-cluster container management (MCCM) platform. The centralized orchestration device stores a catalog of virtual network function descriptors (VNFDs) in an input language; generates, based on the catalog of VNFDs, intents for containerized network function (CNF) services; and stores the generated intents as blocks in a central intent database, wherein the blocks include an input data model for the CNF services. The MCCM platform includes one or more processors to receive and store a copy of the intent database; read design time policies from the copy of the intent database; and convert the input data model into a vendor-specific output data model in an output language.