Abstract: Methods and apparatuses of boundary refinement for instance segmentation. The methods for instance segmentation include receiving an image and an instance mask identifying an instance in the image; extracting a set of image patches from the image based on a boundary of the instance mask; generating a refined mask patch for each of the set of image patches based on at least a part of the instance mask corresponding to the each of the set of image patches; and refining the boundary of the instance mask based on the refined mask patch for each of the set of image patches.

Abstract: A bonding method of package components and a bonding apparatus are provided. The method includes: providing at least one first package component and a second package component, wherein the at least one first package component has first electrical connectors and a first dielectric layer at a bonding surface of the at least one first package component, and the second package component has second electrical connectors and a second dielectric layer at a bonding surface of the second package component; bringing the at least one first package component and the second package component in contact, such that the first electrical connectors approximate or contact the second electrical connectors; and selectively heating the first electrical connectors and the second electrical connectors by electromagnetic induction, in order to bond the first electrical connectors with the second electrical connectors.

Abstract: In certain aspects, a circuit for multi-mode calibration can include a resistor input. The circuit can also include a first comparator connected to the resistor input and to a first plurality of voltage sources. The circuit can also include a first pull-up driver. The circuit can further include a logic pull-up code generator to calibrate the first pull-up driver. The circuit can additionally include a replica of the first pull-up driver. The circuit can also include a first pull-down driver and a second comparator connected to the replica, the first pull-down driver, and a second plurality of voltage sources. The second comparator can compare a voltage of a middle point between the first pull-down driver and the second pull-up driver to one of the second plurality of voltage sources. The circuit can further include a logic pull-down code generator.

Abstract: In certain aspects, a circuit for multi-mode calibration can include a resistor input. The circuit can also include a first comparator connected to the resistor input and to a first plurality of voltage sources. The circuit can also include a first pull-up driver. The circuit can further include a logic pull-up code generator to calibrate the first pull-up driver. The circuit can additionally include a replica of the first pull-up driver. The circuit can also include a first pull-down driver and a second comparator connected to the replica, the first pull-down driver, and a second plurality of voltage sources. The second comparator can compare a voltage of a middle point between the first pull-down driver and the second pull-up driver to one of the second plurality of voltage sources. The circuit can further include a logic pull-down code generator.

Abstract: Provided is a peptide and method in preventing or treating infections caused by a wide spectrum of pathogens, including bacteria and fungus in hosts such as plants and animals. Methods of preventing or treating plant diseases and infection in animals are also provided.

Abstract: The present invention relates to population of T cells with reduced expression of SIGLEC15, wherein the T cells are derived from sentinel lymph nodes in a subject having a cancer. The invention also relates to methods for obtaining such T cells, as well as to their use in therapy and pharmaceutical compositions comprising such T cells.

Abstract: Exemplary deposition methods may include delivering a boron-containing precursor and a nitrogen-containing precursor to a processing region of a semiconductor processing chamber. The methods may include providing a hydrogen-containing precursor with the boron-containing precursor and the nitrogen-containing precursor. A flow rate ratio of the hydrogen-containing precursor to either of the boron-containing precursor or the nitrogen-containing precursor may be greater than or about 2:1. The methods may include forming a plasma of all precursors within the processing region of the semiconductor processing chamber. The methods may include depositing a boron-and-nitrogen material on a substrate disposed within the processing region of the semiconductor processing chamber.

Abstract: An apparatus and method in a wireless communication system and a computer readable storage medium. The apparatus comprises a processing circuit, which is configured to: configure a sounding reference signal (SRS) mapping structure for a user equipment on the basis of at least the number of antenna ports of the user equipment and the number of transmitting beams and/or receiving beams to be scanned; and notify the user equipment of the SRS mapping structure, wherein the SRS mapping structure at least comprises SRS resource settings for achieving uplink beam management and channel state information (CSI) acquisition at the same time, thereby reducing the system time delay and improving the uplink resource utilization rate.

Abstract: A method for generating adversarial examples for a Graph Neural Network (GNN) model. The method includes: determining vulnerable features of target nodes in a graph based on querying the GNN model, wherein the graph comprising nodes including the target nodes and edges, each of the edges connecting two of the nodes; grouping the target nodes into a plurality of clusters according to the vulnerable features of the target nodes; and obtaining the adversarial examples based on the plurality of clusters.

Abstract: A data processing method and data processing apparatus are provided. The data processing method includes: acquiring multiple input tensors as input parameters for calculation process; for each input tensor, using M input sub-tensors that are combined to represent the input tensor; for each of the input tensors, replacing the input tensors with the M input sub-tensors that are combined to represent the input tensor, and performing the calculation process to obtain a calculation result. The data processing method increases the applicable scenarios of calculation process, effectively utilizes the powerful calculation ability of the originally provided low-accuracy floating points, and greatly improves the overall calculation efficiency.

Abstract: Provided are flux-compatible epoxy-phenol adhesive compositions useful as a low gap underfill and novel phenols useful therein. The flux-compatible epoxy-phenol adhesive compositions include an epoxy component including an epoxy compound having a cycloaliphatic, alicyclic or mixed cycloaliphatic-aromatic backbone, a multifunctional phenolic component, and a catalyst. The flux-compatible compositions are useful as an underfilling sealant which (1) rapidly fills the underfill space in a semiconductor device, such as a flip chip assembly, (2) enables the device to be securely connected to a circuit board by short-time heat curing and with good productivity, and (3) demonstrates excellent solder reflow resistance.

Abstract: The present disclosure provides a wireless flexible magnetic sensor based on magnetothermal effect, and a preparation method and a detection method thereof. The magnetic sensor includes an aerogel substrate, and magnetic nanoparticles having magnetothermal effect that are attached to a surface of the aerogel substrate. The magnetic sensor is placed in the alternating magnetic field to be measured, and then a trigger signal is generated by a data collecting device and sent to an infrared camera. The infrared camera can collect temperature distribution information at different instants of time from the surface of the magnetic sensor. A curve of temperature rise changes at different positions on the surface of the magnetic sensor can be obtained by analyzing a temperature distribution image captured by the infrared camera. Thus, a spatial distribution of the strength of the alternating magnetic field at different positions on the surface of the sensor can be determined.

Abstract: An apparatus and method in a wireless communication system and a computer readable storage medium. The apparatus comprises a processing circuit, which is configured to: configure a sounding reference signal (SRS) mapping structure for a user equipment on the basis of at least the number of antenna ports of the user equipment and the number of transmitting beams and/or receiving beams to be scanned; and notify the user equipment of the SRS mapping structure, wherein the SRS mapping structure at least comprises SRS resource settings for achieving uplink beam management and channel state information (CSI) acquisition at the same time, thereby reducing the system time delay and improving the uplink resource utilization rate.

Abstract: An Electro-Static Discharge (ESD) protection circuit includes a p-type substrate; a p-type well formed on the p-type substrate; a first Negative channel Metal Oxide Semiconductor (NMOS) transistor and a second NMOS transistor formed in the p-type well, where a drain of the first NMOS transistor is connected to a source of the second NMOS transistor; and a Lightly Doped Drain (LDD) region formed in proximity to a source of the first NMOS transistor.

Abstract: A buffer circuit is provided to output an output signal at an output node. The buffer circuit includes first and second inverters and first and second switches. The first inverter inverts an input signal. The second inverter is coupled between the first inverter and the output node. The first switch is coupled between a first voltage source terminal and the output node. The second switch is coupled between the output node and a second voltage source terminal. First and second voltages are respectively provided to the first and second voltage source terminals. In response to the input signal switching to a first level from a second level, the first switch is turned on to pre-charge the output node. In response to the input signal transiting to the second level from the first level, the second switch is turned on to pre-discharge the output node.

Abstract: An integrated circuit device includes a reference voltage channel, a first cell and a second cell. The reference voltage channel is configured to provide a first reference voltage and a second reference voltage. The first cell is coupled to the reference voltage channel, and is configured to receive the first reference voltage and the second reference voltage. The second cell is coupled to the reference voltage channel, and is configured to receive the first reference voltage and the second reference voltage.

Abstract: An electronic device that includes a processing circuit configured to: receive information about a number N of candidate transmit beams from a user device, where N is an integer greater than 1; select from the N candidate transmit beams a transmit beam for sending downlink information to the user device; and determine, on the basis of the selected transmit beam, a transmission configuration indication (TCI) state, and send the TCI state to the user device. The electronic device, the wireless communication method and the computer readable storage medium enable a network-side device to notify the user device of the information about transmit beams.

Abstract: An apparatus and method in a wireless communication system and a computer readable storage medium. The apparatus comprises a processing circuit, which is configured to: configure a sounding reference signal (SRS) mapping structure for a user equipment on the basis of at least the number of antenna ports of the user equipment and the number of transmitting beams and/or receiving beams to be scanned; and notify the user equipment of the SRS mapping structure, wherein the SRS mapping structure at least comprises SRS resource settings for achieving uplink beam management and channel state information (CSI) acquisition at the same time, thereby reducing the system time delay and improving the uplink resource utilization rate.

Abstract: A register with data retention includes a master-slave flip-flop, a balloon latch, and a level shifter. The master-slave flip-flop is supplied by a first power voltage. The balloon latch is supplied by a second power voltage. The second power voltage is independent of the first power voltage. The level shifter provides a voltage conversion between the master-slave flip-flop and the balloon latch. A data is stored in the master-slave flip-flop. When the first power voltage is disabled, the balloon latch is configured to temporarily retain the data.