Abstract: One embodiment of the present invention provides a system for generating a product recommendation. During operation, the system obtains data indicating vertices and edges of a graph. The vertices represent consumers and products and an edge represents an access relationship. The system may receive a query indicating an ego for determining a product recommendation. The system may then traverse the graph from a vertex representing the ego through a plurality of edges to a plurality of vertices representing products. The system may traverse the graph from the plurality of vertices representing products to a plurality of vertices representing other consumers. The system may then traverse the graph from the plurality of vertices representing other consumers to a plurality of vertices representing other products. The system may generate a recommendation that based on the plurality of vertices representing other products.

Abstract: A disclosed method may include receiving, via a user interface, a natural language query that describes a task. The method may also include classifying, via a classification machine learning model, the natural language query as a query type included in a predetermined plurality of query types. The method may also include generating, by the processor via a generative machine learning model pre-trained to generate responses to queries based on at least one predetermined task execution policy, a response based on the natural language query and the query type. The method may also include providing, via the user interface, the response. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: One embodiment of the present invention provides a system for generating a product recommendation. During operation, the system obtains data indicating vertices and edges of a graph. The vertices represent consumers and products and an edge represents an access relationship. The system may receive a query indicating an ego for determining a product recommendation. The system may then traverse the graph from a vertex representing the ego through a plurality of edges to a plurality of vertices representing products. The system may traverse the graph from the plurality of vertices representing products to a plurality of vertices representing other consumers. The system may then traverse the graph from the plurality of vertices representing other consumers to a plurality of vertices representing other products. The system may generate a recommendation that based on the plurality of vertices representing other products.

Abstract: A display system includes a first display device having an active display region having individually controllable pixels, a sensor to generate information that is useful for determining a position of the first display device relative to a second display device, and a display controller to determine the position of the first display device relative to the second display device based on the information generated by the sensor. The display controller determines an image to be shown on the first display device based on the position of the first display device relative to the second display device.

Abstract: Disclosed is a system for and method of performing target metrology in an extreme ultraviolet light source in which illumination for a target imaging/detection system is selected to have a center wavelength less than 400 nm. In some embodiments the illumination is additionally selected to have a line width of at least 4 nm. In some embodiments illumination is obtained as a second harmonic of a Ti:sapphire laser or as a harmonic of an Nd:YAG laser.

Abstract: A display system includes a first display device having an active display region having individually controllable pixels, a sensor to generate information that is useful for determining a position of the first display device relative to a second display device, and a display controller to determine the position of the first display device relative to the second display device based on the information generated by the sensor. The display controller determines an image to be shown on the first display device based on the position of the first display device relative to the second display device.

Abstract: A flexible light-emitting diode (LED) strip includes a long-strip-shaped insulating soft film. Two first wires and a plurality of LEDs are arranged on a surface of one side of the insulating soft film in a lengthwise direction. The two first wire are connected to each other for conduction, and the plurality of LEDs are located between the two first wires. Two second wires and a third wire are arranged on a surface of the other side of the insulating soft film in the lengthwise direction. The two second wires are arranged side by side in a width direction of the insulating soft film, and the third wire is located between the two second wires. The first wires are connected to one pin end of the LEDs, and the second wires are connected to the other pin end of the LEDs.

Abstract: The present disclosure presents improved polymer compositions, such as GelMA polymer compositions. In certain embodiments, the improved polymer compositions can be used as a soft-tissue adhesive for use in sealing, repairing and/or treating injuries, defects, or diseases in the soft tissue of a subject. In certain embodiments, the improved polymer compositions are hydrogels which can comprise gelatin methacryloyl (i.e., GelMA) or polymerically crosslinked derivatives thereof.

Abstract: The present disclosure describes improved polymer compositions, such as GelMA polymer compositions. In certain embodiments, the improved polymer compositions can be used as a soft-tissue adhesive for use in sealing, repairing and/or treating injuries, defects, or diseases in the soft tissue of a subject. In certain embodiments, the improved polymer compositions are hydrogels which can comprise gelatin methacryloyl (i.e., GelMA) or polymerically crosslinked derivatives thereof.

Abstract: Techniques are described by which a fabric designer system provides a user interface (UI) to enable a user to design a data center fabric. For example, a fabric designer system comprises processor(s) and a memory comprising instructions that when executed by the processor(s) cause the one or more processors to: generate data representative of a user interface (UI) for display on a display device, the data representative of the UI comprising UI elements representing one or more fabric design requirements receive, via the UI on the display device, an indication of a user input selecting one or more of the UI elements representing the one or more fabric design requirements; generate a model for a data center fabric based on the one or more fabric design requirements and a catalog of network devices; and generate UI elements representing fabric design specifications of the model for the data center fabric.

Abstract: A nanoparticle activity sensor containing a reporter and at least one tuning domain that modifies a distribution or residence time of the activity sensor when administered to a patient. When administered to the patient, the activity sensor enters cells or tissue where it is cleaved by enzymes specific to a physiological state such as a disease to release a detectable analyte. The tuning domains include molecular structures that modulate distribution or decay by protecting the particle from premature cleavage and indiscriminate hydrolysis, shielding the particle from immune detection and clearance, or by targeting the particle to specific tissue, bodily fluids, or cell types.

Abstract: A display system includes a first display device having an active display region having individually controllable pixels, a sensor to generate information that is useful for determining a position of the first display device relative to a second display device, and a display controller to determine the position of the first display device relative to the second display device based on the information generated by the sensor. The display controller determines an image to be shown on the first display device based on the position of the first display device relative to the second display device.

Abstract: One embodiment of the present invention provides a system for generating a product recommendation. During operation, the system obtains data indicating vertices and edges of a graph. The vertices represent consumers and products and an edge represents an access relationship. The system may receive a query indicating an ego for determining a product recommendation. The system may then traverse the graph from a vertex representing the ego through a plurality of edges to a plurality of vertices representing products. The system may traverse the graph from the plurality of vertices representing products to a plurality of vertices representing other consumers. The system may then traverse the graph from the plurality of vertices representing other consumers to a plurality of vertices representing other products. The system may generate a recommendation that based on the plurality of vertices representing other products.

Abstract: One embodiment of the present invention provides a system for generating a product recommendation. During operation, the system obtains data indicating vertices and edges of a graph. The vertices represent consumers and products and an edge represents an access relationship. The system may receive a query indicating an ego for determining a product recommendation. The system may then traverse the graph from a vertex representing the ego through a plurality of edges to a plurality of vertices representing products. The system may traverse the graph from the plurality of vertices representing products to a plurality of vertices representing other consumers. The system may then traverse the graph from the plurality of vertices representing other consumers to a plurality of vertices representing other products. The system may generate a recommendation that based on the plurality of vertices representing other products.

Abstract: A keyboard for secure data entry is provided. The keyboard comprises at least one or more of data entry buttons that can be depressed by a user. For each of the data entry buttons, a button actuator is provided that is movable upon the user depressing the respective data entry button and a primary capacitive sensor is provided that is arranged to determine movement of the button actuator of the respective data entry button by capacitance sampling. The button actuator is at least partly made from a conductive material. The button actuator is coupled to a defined electric potential at least during the capacitance sampling to shield the primary capacitive sensor from eavesdropping.