Abstract: A Sidelink AS group management function is disclosed for a UE to discover group members and organize them into AS layer sub-groups based on the AS layer group context information. A centralized Sidelink AS group management is disclosed that the Sidelink AS Group Manager discovers group members and organizes them into AS layer sub-groups for a UE. A Subgroup formation and configuration procedure is disclosed that SL AS Group Manager organizes the ULG into AS layer sub-groups, configures UE-to-UE relays for each UE in the ULG and sends the AS group management information to the UE. A distributed Sidelink AS group management method is disclosed that each UE discovers its group members and organizes the ULG into AS layer sub-groups. New Layer 2 structures and procedures are disclosed to enhance bearer management for Sidelink groupcast communications.

Abstract: The present invention relates to an immune cell, which contains a TMEM59 protein and/or a functional fragment thereof, a chimeric antigen receptor (CAR) and/or a coding element thereof, as well as a use of the immune cell in the preparation of a drug for treating tumors. Further provided are a method for promoting the proliferation of immune cells and a method for promoting the production of memory cells.

Abstract: Systems and methods are provided for generating and operating a speech enhancement model optimized for generating noise-suppressed speech outputs for improved human listening and live captioning. A computing system obtains a speech enhancement model trained on a first training dataset to generate noise-suppressed speech outputs and an automatic speech recognition model trained on a second training dataset to generate transcription labels for spoken language utterances. A third training dataset comprising a set of spoken language utterances is applied to the speech enhancement model to obtain a first noise-suppressed speech output which is applied to the automatic speech recognition model to generate a noise-suppressed transcription output for the set of spoken language utterances.

Abstract: One general aspect of the present disclosure is directed to a method of manufacturing a lithium containing nano powder. An additional general aspect of the present disclosure relates to a system for manufacturing the lithium containing nano powder. A further general aspect of the present disclosure pertains to the lithium containing nano powder. A further general aspect of the present disclosure relates to converting a plurality of metals, a plurality of metal oxides, or a combination thereof into a mechanical alloy using the manufacturing method and system of the present disclosure. The mechanical alloy may be a powder, e.g., a nano powder, and may or may not include the lithium containing nano powder.

Abstract: The technology disclosed relates to allocating available physical compute units (PCUs) and/or physical memory units (PMUs) of a reconfigurable data processor to operation units of an operation unit graph for execution thereof. In particular, it relates to selecting, for evaluation, an intermediate stage compute processing time between lower and upper search bounds of a generic stage compute processing time, determining a pipeline number of the PCUs and/or the PMUs required to process the operation unit graph, and iteratively, initializing new lower and upper search bounds of the generic stage compute processing time and selecting, for evaluation in a next iteration, a new intermediate stage compute processing time taking into account whether the pipeline number of the PCUs and/or the PMUs produced for a prior intermediate stage compute processing time in a previous iteration is lower or higher than the available PCUs and/or PMUs.

Abstract: A method for autonomous driving, an electronic device and a storage medium are provided. The method may include: planning a control mode of a target vehicle through an initial planning algorithm, to obtain an initial control mode; determining a first precondition that the target vehicle in an expected traveling state satisfies a preset safety rule, the expected traveling state being an expected state of the target vehicle after the target vehicle is controlled according to the initial control mode; determining whether the first precondition is established; and if yes, controlling the target vehicle according to the initial control mode.

Abstract: A registrar entity, such as a service layer gateway, obtains the service capabilities requirements or preferences of a new registree entity, such as an application, and only accepts a registration of the registree if the registrar has sufficient remaining service capacities to meet the service capabilities requirements or preferences of the registree entity while ensuring that the provision of support to existing registree entities is not impacted. If the registrar lacks the capabilities to satisfy the requirements or preferences, it may contact a server to identify another registrar which has the capabilities. Updates to requirements or preference may originate at any node, e.g., at a user equipment device or a service.

Abstract: A processing method of an adaptation layer of an integrated access and backhaul node and an adaptation layer are provided. The method includes: mapping, by the adaptation layer of the integrated access and backhaul node, a received first data packet to a first bearer or channel between the integrated access and backhaul node and a first node; transmitting, by the adaptation layer of the integrated access and backhaul node, the first data packet to the first node; wherein the first node is a downstream integrated access and backhaul node relative to the integrated access and backhaul node and/or a UE accessing the integrated access and backhaul node, or the first node is an upstream integrated access and backhaul node relative to the integrated access and backhaul node or a donor node of the integrated access and backhaul node.

Abstract: Systems and methods are described herein to automate managing of service layer operations comprised of multiple elementary operations and offloading the burden of performing such multi-step operations from a requesting entity to the service layer. A Request Abstraction Service (RAS) is described herein for the autonomous execution of such multi-step operations. Methods and apparatuses are also described herein for a service layer framework for integrating generic and functional user interfaces as services managed by the SL on behalf of requesting entities.

Abstract: The present application is suitable for use in the technical field of computers, and provides a smart diagnosis assistance method and terminal based on medical images, comprising: acquiring a medical image to be classified; pre-processing the medical image to be classified to obtain a pre-processed image; and inputting the pre-processed image into a trained classification model for classification processing to obtain a classification type corresponding to the pre-processed image, the classification model comprising tensorized network layers and a second-order pooling module. As the trained classification model comprises tensor decomposed network layers and a second-order pooling module, when processing images on the basis of the classification model, more discriminative features related to pathologies can be extracted, increasing the accuracy of medical image classification.

Abstract: Methods and systems may be used to synchronize time across multiple IoT related entities, such as a network of resource constrained sensor and actuator type devices, IoT gateways, IoT cloud services, or IoT applications.

Abstract: The present invention provides an impulsive noise suppression method based on dual-microphone architecture, applied to a hearing aid comprising a first feedforward microphone, a second feedforward microphone, and a speaker, and a sensitivity level of the first feedforward microphone is less than a sensitivity level of the second feedforward microphone, wherein the method comprising: obtaining an input signal comprising a first signal provided through the first microphone and a second signal provided through the second feedforward microphone; determining whether the input signal comprises an impulsive signal according to a first time-domain signal energy value of the first signal and a second time-domain signal energy value of the second signal; and performing an impulsive signal suppression operation on the input signal if the input signal comprises the impulsive signal.

Abstract: A computer implemented method includes receiving audio streams at a meeting server from two distributed devices that are streaming audio captured during an ad-hoc meeting between at least two users, comparing the received audio streams to determine that the received audio streams are representative of sound from the ad-hoc meeting, generating a meeting instance to process the audio streams in response to the comparing determining that the audio streams are representative of sound from the ad-hoc meeting, and processing the received audio streams to generate a transcript of the ad-hoc meeting.

Abstract: The present disclosure provides compounds represented by Formula I and the pharmaceutically acceptable salts, hydrates, and solvates thereof, wherein R1, R2a, R2b, R3a, R3b, R4, Ar, L, X, Y, and B are as defined as set forth in the specification. The present disclosure also provides compounds of Formula I for use to treat a condition or disorder responsive to degradation of BET bromodomains such as cancer.

Abstract: A caching entity may store a cached copy of a service layer resource. An original hosting entity may maintain a registry of the corresponding cached resources. Optionally, the original hosting entity may set cache parameters to govern the lifetime of the cache on a caching entity. The caching entity may keep storing the cached copy of the resource and the original hosting entity may obtain statistics about the cached resource. By knowing the statistics, e.g. how many times a resource is retrieved on each caching entity, the original hosting entity may better manage the resource.

Abstract: In certain aspects, a memory device includes a non-volatile memory storing firmware, a control logic coupled to the non-volatile memory, and an array of memory cells coupled to the control logic, the array of memory cells is embedded with instructions that are executable by the control logic. The control logic is configured to perform a power-on reset (POR) initialization operation to control an initialization of the memory device based on the firmware, repair the firmware based on execution of the instructions embedded on the array of memory cells, and perform a remaining POR initialization operation based on the repaired firmware.

Abstract: Some embodiments include an integrated transistor having an active region comprising semiconductor material. A conductive gating structure is adjacent to the active region. The conductive gating structure includes an inner region proximate the active region and includes an outer region distal from the active region. The inner region includes a first material containing titanium and nitrogen, and the outer region includes a metal-containing second material. The second material has a higher conductivity than the first material. Some embodiments include integrated assemblies. Some embodiments include methods of forming integrated assemblies.

Abstract: Embodiments concern a dynamic authorization framework. Security Classification Process (SCP) is the process of classifying raw data, information extracted from raw data, content or code from security-value perspective. Security Achievability Determination Process (SADP) is a process based on a SV/SC that has been assigned, the RHE may determine the Security Requirements and how the security requirements may be achieved. During the Security Achievability Listing Process (SALP), the RHE uploads onto the Resource Listing Entity (RLE) the URI of the resource, the SAM associated with the resource and optionally a digital certificate associated with the resource. During the SAM Assessment Process (SAMAP) process, a Client evaluates the security mechanisms that must be carried out in order to meet the SAM that was provided as part of the Discovery Process (DP). Based on the SAM obtained from the RLE, the Client may initiate a Security Achievability Enabling Process (SAEP).

Abstract: A system and method include reception of a first plurality of audio signals, generation of a second plurality of beamformed audio signals based on the first plurality of audio signals, each of the second plurality of beamformed audio signals associated with a respective one of a second plurality of beamformer directions, generation of a first TF mask for a first output channel based on the first plurality of audio signals, determination of a first beamformer direction associated with a first target sound source based on the first TF mask, generation of first features based on the first beamformer direction and the first plurality of audio signals, determination of a second TF mask based on the first features, and application of the second TF mask to one of the second plurality of beamformed audio signals associated with the first beamformer direction.