Abstract: Disclosed herein are compounds and compositions useful in the treatment of GLS1 mediated diseases, such as cancer, having the structure of Formula I: Methods of inhibition GLS1 activity in a human or animal subject are also provided.

Abstract: Disclosed herein are apparatuses and methods for tracking chain of custody of a security camera using blockchain. An implementation may comprise receiving and granting a request for custody of a security camera by a first operator. The implementation further includes generating a block of a blockchain comprising identifiers of the first operator, security camera, and timestamp. The implementation includes distributing the blockchain to a plurality of nodes in a blockchain network. For each indication received of activity associated with usage and custody of the security camera to be recorded on the blockchain, the implementation includes generating a new block on the blockchain recording the activity. The implementation further includes receiving and verifying an authenticity a video clip from the security camera based on each activity recorded in the blockchain. In response to determining that the video clip is not authentic, the implementation includes generating an alert indicating inauthenticity.

Abstract: A low-profile modular lighting device with flexible installation mounting options includes a lower housing, a circuit board supported by the lower housing and having electronic devices mounted thereto, and a plurality of upper housings each configured to releasably couple to the lower housing. The electronic devices of the circuit board extend within the space defined by an interior surface and upper edge of the lower housing and within the space defined by an interior surface and lower edge of each of the plurality of upper housings when coupled to the lower housing. Each of the plurality of upper housings provide a different mounting configuration for the modular lighting device. The modular lighting device may include one or more of a motion sensor, a light sensor, and a wireless transceiver for communication with a wireless lighting system.

Abstract: A multi-assistant speech-processing system that centrally determines multiple execution plans to respond to a user input. A central component determines whether a particular input should be processed using a requested assistant or a different assistant or should be terminated. Assistant handoff may be determined based on system policies as well as user input-specific data. A ranked list of execution options may be supplemented by augmented data corresponding to messages to a user. The system may attempt to execute plans in the ranked order until a plan succeeds.

Abstract: A low-profile modular lighting device with flexible installation mounting options includes a lower housing, a circuit board supported by the lower housing and having electronic devices mounted thereto, and a plurality of upper housings each configured to releasably couple to the lower housing. The electronic devices of the circuit board extend within the space defined by an interior surface and upper edge of the lower housing and within the space defined by an interior surface and lower edge of each of the plurality of upper housings when coupled to the lower housing. Each of the plurality of upper housings provide a different mounting configuration for the modular lighting device. The modular lighting device may include one or more of a motion sensor, a light sensor, and a wireless transceiver for communication with a wireless lighting system.

Abstract: A wireless lighting control system for controlling lighting devices and with independent site operation is disclosed. The wireless lighting control system includes a remote server system, user computer devices, and a site system. The site system includes a gateway, a wireless mesh network, and wireless devices. The wireless devices communicate with the gateway via the wireless mesh network. The gateway communicates with the remote server system via a wide-area network. The user computer devices communicate with the remote server system and the gateway. Control information for the wireless devices is stored in the remote server system and is mirrored in the gateway so that the site system can operate independently if communication with the remote server system is lost.

Abstract: A lighting controller and methods provide auto-configuration of lighting system behaviors based on the detection of the type of lighting control devices joined to the lighting controller, including motion sensors, daylight sensors, dimmer switches, scene selectors, and other input devices, and based on a heuristic configuration table. Subsequent user selection of configuration options, including based on the configuration table, and manual resetting of the specific configuration settings are also supported by the disclosed lighting controller and methods.

Abstract: Techniques of estimating surface normals and reflectance from poorly-lit images includes using, in addition to an RGB image of a subject of a set of subjects, an image illuminated with near-infrared (NIR) radiation to determine albedo and surface normal maps for performing an image relighting, the image being captured with the NIR radiation from essentially the same perspective from which the RGB image was captured. In some implementations, a prediction engine takes as input a single RGB image and a single NIR image and estimates surface normals and reflectance from the subject.

Abstract: A method including capturing at least one image using a plurality of cameras, identifying a plurality of facial features associated with the at least one image, stabilizing a location of at least one facial feature of the plurality of facial features, converting the location of the at least one facial feature to a three-dimensional (3D) location, predicting a future location of the at least one facial feature, and rendering a 3D image, on a flat panel display, using the future location of the at least one facial feature.

Abstract: A device for a wireless device control system for controlling lighting devices is disclosed. The device can include a wireless transceiver, a power loss detection circuit, a communication loss detection circuit, a power monitoring circuit, and an output circuit. The device is configurable to provide a preselected communication loss action upon detecting communication loss, a preselected power loss action upon detecting power loss, and a preselected load power fault action upon detecting a load power fault.

Abstract: An imaging system includes a processor, a memory, a visible light camera configured to record a first image of a scene, and an infrared camera configured to record a second image of the scene. The processor configured to execute instructions stored in the memory to input the first image and the second image into a neural network. The neural network relights the first image, based on characteristics of the second image, to correspond to an image of the scene under canonical illumination conditions.

Abstract: Implementations described herein relate to methods, systems, and computer-readable media to provide spatialized audio in virtual experiences. The spatialized audio may be used in voice communications such as, for example, voice and/or video chats. The chats may include spatialized audio that is combined at a client device, or at an online experience platform, and is targeted to a particular user. Individual audio streams may be collected from a plurality of avatars and other objects, and combined based on the target user. The audio may also include background and/or ambient sounds to provide a rich, immersive audio stream in virtual experiences.

Abstract: A system and method for automatically scaling consumer servers in a data processing system. To build an automatic scaling system, the present disclosure allows consumers to obtain additional information, e.g., the number of events that await to be read from an aggregator when receiving an event from the aggregator. This additionally obtained number provides a direct gauge for the data processing system to determine when the consumers are over-provisioned, i.e., when the number of events left to be read is close to zero, as well as when the consumers are under-provisioned, e.g., when the number of events left to be read continues to increase. As a result, the consumers can be automatically scaled to handle the dynamic data processing demand while providing optimal resource allocation.

Abstract: A system and method for automatically scaling consumer servers in a data processing system. To build an automatic scaling system, the present disclosure allows consumers to obtain additional information, e.g., the number of events that await to be read from an aggregator when receiving an event from the aggregator. This additionally obtained number provides a direct gauge for the data processing system to determine when the consumers are over-provisioned, i.e., when the number of events left to be read is close to zero, as well as when the consumers are under-provisioned, e.g., when the number of events left to be read continues to increase. As a result, the consumers can be automatically scaled to handle the dynamic data processing demand while providing optimal resource allocation.

Abstract: A device for a wireless device control system for controlling lighting devices is disclosed. The device can include a wireless transceiver, a power loss detection circuit, a communication loss detection circuit, a power monitoring circuit, and an output circuit. The device is configurable to provide a preselected communication loss action upon detecting communication loss, a preselected power loss action upon detecting power loss, and a preselected load power fault action upon detecting a load power fault.

Abstract: Disclosed are systems and techniques for extracting user body shape (e.g., a representation of the three-dimensional body surface) from user behavioral data. The behavioral data may not be explicitly body-shape-related, and can include shopping history, social media likes, or other recorded behaviors of the user within (or outside of) a networked content delivery environment. The determined body shape can be used, for example, to generate a virtual fitting room user interface.

Abstract: Modular carriage for varying spacing between ends of polymer pipe during fusion. The modular carriage includes a fixed jaw; an inner movable jaw; an outer moveable jaw and a plurality of guide rods. The fixed jaw being adapted for tool free engagement with the terminal ends of the plurality of guide rods. A carriage cylinder is associated with at least two of the guide rods and mounted for reciprocal travel along the length of its associated guide rod. The movable jaws being adapted for tool free engagement with at least two carriage cylinders for reciprocal travel therewith. A combined hydraulic cylinder/guide rod includes a guide rod with an integral guide rod piston, a cylindrical tube, and a guide rod gland on each end of the cylinder tube.

Abstract: A wireless controller for detecting events and controlling illumination of one or more light fixture is disclosed. The device includes a wireless transceiver, a processor, an input sensor, and an output control module. The wireless controller can be used with a the wireless lighting control system, including one using a wireless mesh network. The controller is configurable for the input sensor and output control module operating in either an interdependent mode or an independent mode. In the interdependent mode the input sensor and output control module are logically/functionally related, and in the independent mode the input sensor and output control module are logically/functionally unrelated.

Abstract: Views may be generated for bias metrics or feature attribution captured in machine learning pipelines. A request to create a view of bias metrics or feature attribution may be received. The bias metrics or feature attribution may have been determined in a machine learning pipeline as part of executing a training job that specified the bias metrics or the feature attribution. A development application may access a data store that stores the bias metrics or the feature attribution determined in the machine learning pipeline. A view based on the bias metrics or feature attribution may be generated and provided.

Abstract: Feature attribution may be captured as part of a machine learning pipeline. A training job may include a request to determine feature attribution as part of a machine learning pipeline that trains a machine learning model from a training data set. A reference data set for determining the feature attribution of the machine learning model may be identified. The feature attribution may be determined based on the reference data set. The feature attribution of the trained machine learning model may be stored.