Abstract: Systems and methods of the present technical solution enable a multi-modal interface for voice-based devices, such as digital assistants. The solution can enable a user to interact with video and other content through a touch interface and through voice commands. In addition to inputs such as stop and play, the present solution can also automatically generate annotations for displayed video files. From the annotations, the solution can identify one or more break points that are associated with different scenes, video portions, or how-to steps in the video. The digital assistant can receive input audio signal and parse the input audio signal to identify semantic entities within the input audio signal. The digital assistant can map the identified semantic entities to the annotations to select a portion of the video that corresponds to the users request in the input audio signal.

Abstract: A method of and a device for decoding a video stream including at least two coded video sequences that each use a respective Sequence Parameter Set that differ in at least one value from each other, and each of the at least two video sequences including at least two coded pictures. The method includes decoding and activating, by a decoder, a single Decoder Parameter Set pertaining to the at least two coded video sequences before decoding any coded picture of the at least two video sequences. The method further includes decoding, by the decoder, at least one coded picture of the at least two coded video sequences.

Abstract: Methods and systems for multimedia messaging service (MMS) authentication over IP networks are disclosed. An access identifier records message corresponding to a user by a multimedia messaging service center (MMSC) forwarded by a server is received. Data from the access identifier records message including a mobile directory number, a framed IP address, access network information and a session ID is extracted and stored in a cache accessible to the MMSC. Network IP authentication is executed to determine that the user has a valid IP address. Client IP authentication of the user is executed to determine that the valid IP address is stored in the cache. A correspondence between the valid IP address and a mobile directory number of the user is determined. The user is authenticated for MMS over the IP network based on the correspondence.

Abstract: Methods, systems, and apparatus, including computer-readable storage devices, for enhanced object discrimination by robots are described. In some implementations, a robot obtains image data from a camera of the robot, where the image data indicates a detected object. The robot classifies the object as having a particular object type based on the image data. The robot evaluates a current state of the object that includes a predetermined set of object state characteristics. The robot determines that a software application of the robot has indicated (i) an object type and (ii) one or more object state criteria that satisfy the current state of the detected object. The robot provides to the software application data indicating detection of the object and a position of the object.

Abstract: A modular approach to mounting medical equipment on evacuation litters employs litter engagement members of various configuration and a plurality of rail members all having the same sectional profile. The rail members can be mounted to a variety of connectors and auxiliary pieces such that equipment supporting structures can be built on a patient bearing litter without sacrificing access to the patient.

Abstract: A pressure-sensitive adhesive polymeric composition comprising: a butyl rubber; a polyurethane; an olefinic polymer component; and a filler that includes titanium dioxide, wherein said adhesive polymeric composition is pressure-sensitive, and where pressure-sensitive adhesive polymeric composition is a solids composition wherein said butyl rubber forms a matrix.

Abstract: Methods for receiving a request to process, on a hardware circuit, a neural network comprising a first convolutional neural network layer having a stride greater than one, and in response, generating instructions that cause the hardware circuit to, during processing of an input tensor, generate a layer output tensor equivalent to an output of the first convolutional neural network layer by processing the input tensor using a second convolutional neural network layer having a stride equal to one but that is otherwise equivalent to the first convolutional neural network layer to generate a first tensor, zeroing out elements of the first tensor that would not have been generated if the second convolutional neural network layer had the stride of the first convolutional neural network layer to generate a second tensor, and performing max pooling on the second tensor to generate the layer output tensor.

Abstract: The present application generally relates to a method and apparatus for generating an action policy for controlling an autonomous vehicle. In particular, the system performs a deep learning algorithm in order to determine the action policy and an automatically generated curriculum system to determine a number of increasingly difficult tasks in order to refine the action policy.

Abstract: A monolithic three-dimensional memory array is provided that includes a plurality of global bit lines disposed above a substrate, a plurality of vertically-oriented bit lines disposed above the global bit lines, a plurality of word lines disposed above the global bit lines, a plurality of memory cells coupled between the vertically-oriented bit lines and the word lines, and a plurality of isolation elements coupled between the vertically-oriented bit lines and the global bit lines. Each isolation element includes a vertical thin-film transistor and a threshold selector device.

Abstract: A modular grip panel system for a firearm has a frame to support a pair of grip panels and a backstrap. The system includes a left and right grip panels having pockets, and a backstrap having a boss. The frame has a grip disposed at its rear end having a left and right side bosses to engage the pockets of the grip panels, and a rear surface pocket to receive the backstrap boss. The grip panels are disposed on the side surfaces of the pistol-style grip by insertion of the bosses into the pockets. The backstrap is disposed on the rear surface of grip by insertion of the backstrap boss into the rear surface pocket. When the backstrap is secured to the frame, the boss of grip panels are held in a forwardmost position. The backstrap prevents movement of the left and right grip panels towards the rear end of the frame.

Abstract: A modular shade includes at least one module that consists of a head rail unit, a foot rail unit, at least one intermediate rail unit, and a plurality of slat components. A top slat may be coupled to the head rail unit and the intermediate rail unit, and a bottom slat component may be coupled to the intermediate rail unit and the foot rail unit. Further, additional intermediate rail units and intermediate slat components may be added to the module to alter the shape and size of the module, and the module may be coupled to one or more additional modules to change the overall shape and size of the modular shade.

Abstract: Novel tools and techniques are provided for implementing firewall functionalities, and, more particularly, to methods, systems, and apparatuses for implementing high availability (“HA”) web application firewall (“WAF”) functionalities. In various embodiments, a first computing system might monitor network communications between a client and a server providing access to software applications, and might determine whether latency has been introduced as a result of at least one first WAF container having been launched and whether any introduced latency exceeds a predetermined threshold, each first WAF container being tuned to a corresponding software application and protecting the software application from network attacks. Based on a determination that latency has been introduced and based on a determination that the introduced latency exceeds the predetermined threshold, one or more second WAF containers may be launched, each being tuned to the corresponding software application.

Abstract: In one embodiment, when an ADV is driving on a trajectory generated based on a reference line, a separate processing thread is executed to precalculate a new reference line as a future reference line for a future planning cycle in parallel. The future reference line is being created while the ADV is moving along a trajectory generated based on the original reference line and before reaching a location corresponding to the starting point of the future reference line. The future reference line is overlapped with an end section of the original reference line, such that the future reference line can be connected to the end section of the original reference line. The future reference line serves an extension of the original reference line before the ADV reaches the end section of the original reference line.

Abstract: A user signs into an application via a user computing device at a merchant system location. The user computing device receives an identifier from a beacon device at the location to transmit to an account management system. The account management system transmits facial templates to the merchant camera device for users who are signed in to the application in range of the merchant beacon device. The user approaches a point of sale device to purchase a restricted product or service. The merchant camera device compares a captured facial image against the received facial templates to identify the user. A merchant POS device operator, after determining that the user is eligible for the restricted product or service based on account information of the user, selects a payment account of the user. The merchant POS device transmits transaction details to the account management system, which processes the transaction with an issuer system.

Abstract: A modular, reusable temporary enclosure system is particularly suited for the renovation of buildings having stacked concrete floors supported by steel and/or concrete columns. The system consists of a set of track components, one fastened to the floor, and one fastened to the ceiling. Columns assembled from rigid panels are supported and aligned between these components. The panel edges are connected to one another by an interfacing spline assembly. To ensure that the components can be brought up to the construction site by elevator, individual panels are shorter than the full distance between the floors.

Abstract: A telecommunications connector includes a housing defining a port for receiving a plug. A circuit board has a first conductive layer and a second conductive layer, with a dielectric layer situated between the first and second conductive layers. A plurality of conductive vias extend through the circuit board, and receive a plurality of electrical connection members and a plurality of wire termination contacts. A plurality of conductive tracks electrically interconnect selected ones of the plurality of conductive vias so as to electrically connect the plurality of electrical connection members and the plurality of wire termination contacts. A crosstalk compensation arrangement provides crosstalk compensation between selected conductive tracks of the circuit board.

Abstract: Enhanced content consumption is provided by establishing a pairing between two computing devices, wherein at least one of the two computing devices provides a primary consumption experience of a digital content item, so that a secondary consumption experience can be provided via operation of at least one of the two computing devices. The method further comprises presenting, using at least one of the two computing devices, the digital content item for consumption by a user. The method further comprises performing one or more supplemental consumption functions with the other of the two computing devices.

Abstract: Embodiments relate to detecting and mitigating network intrusions. Packets are inspected at their source/destination hosts to identify packet trends local to the hosts. The local packet trends are combined to identify network-wide packet trends. The network-wide packet trends are used to detect anomalies or attacks, which in turn informs mitigation actions. The local inspection may be performed by reconfigurable/reprogrammable “smart” network interfaces (NICs) at each of the hosts. Local inspection involves identifying potentially suspect packet features based on statistical prevalence of recurring commonalities among the packets; pre-defined threat patterns are not required. For network-wide coherence, each host/NIC uses the same packet-identifying and occurrence-measuring algorithms. An overlay or control server collects and combines the local occurrence-measures to derive the network-wide occurrence-measures.

Abstract: A self-organizing backhaul radio (SOBR) and related arrangements are disclosed. A “primary” link between an first SOBR enabled radio and a second SOBR radio includes a secondary transmission link, referred to as a signature control channel (SCC), as a spread spectrum modulated signal embedded within and transmitted simultaneously with the primary link. The SCC transmissions from the first SOBR radio may be utilized by other SOBR enabled radios to determine an interference level to or from the first SOBR radio's primary link. The SCC transmission may be utilized to allow transmit beam forming between SOBR-enabled radios without damaging other friendly SOBR radios within the propagation distance of the transmitted signals based upon the detection of the SCC transmissions.