Abstract: Introduced here is a training system that allows users to define what they would like their surveillance systems to detect, recognize, or otherwise identify. For simplicity, the use case provided by a given user for teaching purposes may be referred to as a “skill.” A surveillance system can learn each of the skills provided by its respective user from a limited number of examples. For example, the given user may only provide several examples—or even a single example—in contrast to conventional learning approaches.

Abstract: The present application provides a group user communication method, a group user communication apparatus, a network device and a computer-readable storage medium, the group user communication method includes: receiving a packet forwarding request of a first user equipment, wherein the packet forwarding request is configured to request for forwarding a packet to a target user equipment, the first user equipment and the target user equipment are user equipment of a same virtual network group; determining a user plane function entity associated with the target user equipment by searching group-level routing information of a current user plane function entity; and forwarding the packet requested to be forwarded to the target user equipment through the UPF entity associated with the target user equipment.

Abstract: Systems, apparatus and methods are provided for low temperature management of a storage system. An apparatus may include a temperature sensor to generate a temperature reading, a timer configured with a time interval, a backup battery, one or more non-volatile memory (NVM) devices and a storage controller. The storage controller may be configured to: maintain a standby mode for low temperature management until a host electronic system has been turned off, start the timer and check the temperature reading when the host electronic system is turned off, determine that the temperature reading is below a temperature threshold, set the time interval based on the temperature reading, receive an interrupt from the timer when the timer counts to the time Interval, and perform low-temperature management operations for data stored in the one or more NVM devices using power supplied by the backup battery.

Abstract: The present disclosure describes methods, system, and devices for configuring a sidelink discontinuous reception (DRX). One method includes obtaining, by a first user equipment (UE), a DRX profile information of a second UE from an upper layer of the first UE; and sending, by the first UE based on the obtained DRX profile information of the second UE, a PC5 message to the second UE or receiving the PC5 message from the second UE. Another method includes sending, by the first UE, DRX configuration assistance information to a second UE; and receiving, by the first UE, a DRX configuration sent from the second UE.

Abstract: Pyrazole carboxylate ester compounds have a structural formula of formula (I): Q is Q1 or Q3 The pyrazole carboxylate ester compounds has herbicidal activity and can be used for controlling weeds.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for performing a machine learning task using a neural network that includes a Mixture of Experts (MoE) subnetwork configured to process an input tensor to generate an output tensor. The MoE Subnetwork includes a set of multiple expert blocks, each configured to process a corresponding partition of the input tensor to generate a corresponding partition of the output tensor.

Abstract: Introduced here is an approach to training a model to perform facial recognition with a designed dataset-aware loss. This approach is particularly useful for large-scale, multi-dataset training since there are no prerequisites for label cleaning. Dataset-aware loss may be built upon the softmax function with a binary dataset indicator. Such an approach allows the dataset-aware loss to be readily combined with other losses to improve performance.

Abstract: The embodiments of the disclosure relate to a data processing method and a computing system. For each die: a first reduction engine of multiple reduction engines corresponding to multiple computing cores included in a current die is determined; each computing core sends data to be reduced and a synchronization indicator to the first reduction engines in multiple dies; in response to receiving the data to be reduced and the synchronization indicators from the computing cores in multiple dies, the first reduction engine in the current die performs a reduction operation on the data to be reduced to generate a reduction computing result, and sends synchronization acknowledgments to the computing cores in the current die; and in response to receiving the synchronization acknowledgment, each computing core in the current die reads the reduction computing result from the first reduction engine in the current die.

Abstract: A method of wireless communication is provided. The method comprises: receiving, by a user plane (CU-UP) of a central unit of a network node from a control plane (CU-CP) of the central unit, i) user equipment (UE) information that identifies a corresponding UE as a remote UE for a U2N (UE to network) relay communication, or ii) a path switch indication that instructs to switch from a first path of the network node to a second path under the network node or a different network node; and performing a subsequent operation based on the UE information or the path switch indication.

Abstract: An implantable bioelectronic device, comprising: a flexible insulating substrate; a conductive circuit layer disposed on the flexible insulating substrate and comprising an array of electrodes comprising one or more electrodes; an insulating encapsulation layer encapsulating the conductive circuit layer and comprising an opening, wherein the electrodes are exposed through the opening; and a conductive adhesive interface layer disposed on the insulating encapsulation layer and comprising an exposed surface and a filling portion that seals the opening, wherein the exposed surface is electrically connected to the electrodes through the filling portion, the conductive adhesive interface layer comprises a hydrophilic polymer and a hydrophobic polymer, and wherein the hydrophobic polymer is formed by polymerization of 3-(trimethoxysilyl)propyl methacrylate (TPM) monomers.

Abstract: The present invention relates to a polyamide composition, comprising 30 to 97% by weight of (A) at least one semi-crystalline semi-aromatic polyamide, 2 to 50% by weight of (B) at least one white pigment, 0.1 to 2% by weight of (C) at least a phosphorus containing thermal stabilizer, 0.1 to 4.5% by weight of (D) at least one alkali salt with pH higher than 7, and optionally 0 to 50% by weight of (E) at least one filler, based on the total weight of the polyamide composition. The present invention shows an excellent initial reflectivity and a small drop of reflectivity after thermal aging at high testing temperature for a long while. Also, it has been found that the polyamide composition keeps balanced mechanical properties. The present invention also relates to a LED component made from the polyamide composition. It can be manufactured or assembled by reflow soldering processes.

Abstract: A freeze-dried plasma (FDP) for well-balanced coagulation and fibrinolysis, a method of preparation and use thereof are provided, relating to the technical field of hemostatic preparations. The FDP for well-balanced coagulation and fibrinolysis is compounded with appropriate concentrations of coagulation factors, anticoagulant factors, fibrinolytic factors, fibrinolysis inhibiting factors, and von Willebrand factor according to different changes in a coagulation-fibrinolysis system after different types of tissue and organ injuries. The FDP for well-balanced coagulation and fibrinolysis is used for hemostatic resuscitation of general severe trauma, severe hepatic trauma, severe craniocerebral injury, and severe trauma with seawater immersion and other types of injuries, exhibiting a desirable hemostatic resuscitation effect. It does not cause thrombosis in uninjured parts, and may reduce the amplitude of lactate increase after the trauma.

Abstract: A semiconductor package comprises a first device and a second device. The structure of the first semiconductor device is similar to that of the second semiconductor device. The first semiconductor device comprises a lead frame strip, a first plurality of field effect transistors (FETs), a first plurality of clips, a second plurality of FETs, a second plurality of clips, and a first molding encapsulation. A method is applied to fabricate a plurality of semiconductor packages. The method comprises the steps of providing a lead frame strip, attaching a first plurality of FETs, attaching a first plurality of clips, attaching a second plurality of FETs, attaching a second plurality of clips, and forming a molding encapsulation.

Abstract: An alkene-containing carboxylic ester compound of formula (I) and its agriculturally acceptable salt can be used as a herbicide.

Abstract: This disclosure describes an architecture for supporting MBS sessions in a wireless access network. Each of such MBS sessions is flexibly and dynamically delivered by the access network into one or more Point-To-Point (PTP, or unicast) and Point-To-Multipoint (PTM, or multicast) delivery instances. As such, a subset of the UEs participating in the MBS may be configured to receive the MBS session in a PTP-like manner and quality. The architecture further allows for access network level switching of one or more of the UEs participating in the MBS session between the PTP mode and PTM mode. Such switching are effectuated dynamically without involvement of application layer. The resource allocations and configuration for the PTP and PTM delivery instances may be performed in the access network collaboratively between a central unit (CU) and one or more distributed units (DUs).

Abstract: A window blind, wherein each ladder tape thereof includes two longitudinal cords, plural bearers and plural limiting members. The longitudinal cords each have an end connected to a deflecting mechanism disposed on the upper rail. The bearers are disposed between the two longitudinal cords for respectively supporting the slats. The limiting members include a first limiting member and a second limiting member neighboring thereto. The first limiting member has an end disposed on one of the longitudinal cords and includes a first slat-through portion located between two ends thereof passing through a first through hole of a first slat. A first linking loop is formed after the first slat-through portion passes through the first through hole. The second limiting member passes through the first linking loop for keeping the first through hole threaded through by one of the first limiting member and the second limiting member.

Abstract: Techniques relating to a multicast broadcast service are described. In one example aspect, the method includes receiving, by a first network node, from a second network node, a third information, and transmitting, by the first network node, a fourth information associated with one or more multicast broadcast service (MBS) sessions.

Abstract: A system, method, and electronic device for training and simulating a potential energy model includes obtaining a key sample from a plurality of samples of a data set for a molecular dynamics (MD) simulation, and, based on the key sample, determining a first cutoff radius of the potential energy model. The system then, using a first atomic graph generated based on the key sample and the first cutoff radius, executes training of the potential energy model, and determines a second cutoff radius different from the first cutoff radius based on an inference result of the potential energy model trained using the first atomic graph.