Abstract: A collimation fiber adapter includes a base, a metasurface collimation lens, a sleeve, and a fiber ferrule. The base includes a mounting cavity with a positioning structure at an end of the mounting cavity. The metasurface collimation lens is connected to the positioning structure. The sleeve is arranged inside the mounting cavity. An end of the sleeve away from the positioning structure is configured to assemble a fiber. The fiber ferrule is arranged inside the mounting cavity and assembled with an end of the sleeve close to the positioning structure. A first side end surface of the fiber ferrule away from the positioning structure is configured to be coupled with the fiber. A second side end surface of the fiber ferrule close to the positioning structure is opposite to the metasurface collimation lens.

Abstract: A multi-modal pre-training model acquisition method, an electronic device and a storage medium, which relate to the fields of deep learning and natural language processing, are disclosed. The method may include: determining, for each image-text pair as training data, to-be-processed fine-grained semantic word in the text; masking the to-be-processed fine-grained semantic words; and training the multi-modal pre-training model using the training data with the fine-grained semantic words masked.

Abstract: The present application discloses a method and apparatus for training a semantic representation model, a device and a computer storage medium, which relates to the field of natural language processing technologies in artificial intelligence.

Abstract: Disclosed are a method and apparatus for task scheduling based on deep reinforcement learning and a device. The method comprises: obtaining multiple target subtasks to be scheduled; building target state data corresponding to the multiple target subtasks, wherein the target state data comprises a first set, a second set, a third set, and a fourth set; inputting the target state data into a pre-trained task scheduling model, to obtain a scheduling result of each target subtask; wherein, the scheduling result of each target subtask comprises a probability that the target subtask is scheduled to each target node; for each target subtask, determining a target node to which the target subtask is to be scheduled based on the scheduling result of the target subtask, and scheduling the target subtask to the determined target node.

Abstract: The multi-turn dialogue system based on retrieval includes the following modules: a representation module, a matching module, an aggregation module and a prediction module; the multi-turn dialogue method based on retrieval includes the following steps: (1) by a representation module, converting each turn of dialogue into a cascade vector of the dialogue, and converting a candidate answer into a cascade vector of the candidate answer; (2) by a matching module, dynamically absorbing context information based on a global attention mechanism, and calculating a matching vector; (3) by aggregation module, obtaining a short-term dependence information sequence and a long-term dependence information sequence; (4) by a prediction module, calculating the matching score of the context and candidate answer involved in the matching; (5) selecting a candidate answer with the highest matching score as a correct answer.

Abstract: The present invention relates to a pyrazine derivative, an application thereof in inhibiting SHP2, and a compound of formula (I) or pharmaceutically acceptable salts, esters, isomers, solvates, prodrugs or isotope labels thereof. The structure of the compound of formula (I) is as follows. The novel pyrazine derivative provided by the present invention has excellent inhibition of SHP2 activity and can be used to prevent and/or treat non-receptor protein tyrosine phosphatase-mediated or dependent diseases or disorders.

Abstract: A system and method for real-time transmission of a panoramic video, which propose a new grouping method and bitrate decision method specifically for a panoramic 360-degree video. The grouping method takes into account fields of view of different users, thus effectively reducing the bandwidth consumption of repeated video segments, while ensuring user fairness and making full use of network bandwidth resources when allocating resources. The system and method of the invention can maximize the long-term QoE of users under the condition of limited bandwidth, and avoid the problem that the existing schemes are complex and difficult to meet real-time requirements of users.

Abstract: The present invention relates to a pyrazine derivative, an application thereof in inhibiting SHP2, and a compound of formula (I) or pharmaceutically acceptable salts, esters, isomers, solvates, prodrugs or isotope labels thereof. The structure of the compound of formula (I) is as follows. The novel pyrazine derivative provided by the present invention has excellent inhibition of SHP2 activity and can be used to prevent and/or treat non-receptor protein tyrosine phosphatase-mediated or dependent diseases or disorders.

Abstract: A method includes providing a semiconductor body, forming a thermosensitive element on or within the semiconductor body, forming a structured laser-reflective mask on the upper surface of the semiconductor body that covers the thermosensitive element and includes first and second openings, and performing a laser thermal annealing process that transmits laser energy through the first and second openings and into the semiconductor body, wherein the thermosensitive element comprises a critical temperature at which the thermosensitive element is irreparably damaged, wherein the laser thermal annealing process brings portions of the semiconductor body that are underneath the first and second openings to above the critical temperature, and wherein during the laser thermal annealing process the thermosensitive element remains below the critical temperature.

Abstract: A semiconductor body having a base carrier portion and a type III-nitride semiconductor portion is provided. The type III-nitride semiconductor portion includes a heterojunction and two-dimensional charge carrier gas. One or more ohmic contacts are formed in the type III-nitride semiconductor portion, the ohmic contacts forming an ohmic connection with the two-dimensional charge carrier gas. A gate structure is configured to control a conductive state of the two-dimensional charge carrier gas. Forming the one or more ohmic contacts comprises forming a structured laser-reflective mask on the upper surface of the type III-nitride semiconductor portion, implanting dopant atoms into the upper surface of the type III-nitride semiconductor portion, and performing a laser thermal anneal that activates the implanted dopant atoms.

Abstract: A network resource scheduling method, apparatus, an electronic device and a storage medium are disclosed. An embodiment of the method includes: upon receipt of a network data stream, determining a traffic type of the network data stream based on the number of data packets of the network data stream received within a specified period of time, lengths of the data packets and reception times of the data packets; for each data packet comprised in the network data stream, determining a target transmission path for the data packet, based on node state parameters of nodes in the network cluster, link state parameters of links in the network cluster, and the traffic type of the network data stream when the data packet is received; and transmitting the data packet via the target transmission path.

Abstract: The present invention relates to a pyrazine derivative, an application thereof in inhibiting SHP2, and a compound of formula (I) or pharmaceutically acceptable salts, esters, isomers, solvates, prodrugs or isotope labels thereof. The structure of the compound of formula (I) is as follows. The novel pyrazine derivative provided by the present invention has excellent inhibition of SHP2 activity and can be used to prevent and/or treat non-receptor protein tyrosine phosphatase-mediated or dependent diseases or disorders.

Abstract: A semiconductor body having a base carrier portion and a type III-nitride semiconductor portion is provided. The type III-nitride semiconductor portion includes a heterojunction and two-dimensional charge carrier gas. One or more ohmic contacts are formed in the type III-nitride semiconductor portion, the ohmic contacts forming an ohmic connection with the two-dimensional charge carrier gas. A gate structure is configured to control a conductive state of the two-dimensional charge carrier gas. Forming the one or more ohmic contacts comprises forming a structured laser-reflective mask on the upper surface of the type III-nitride semiconductor portion, implanting dopant atoms into the upper surface of the type III-nitride semiconductor portion, and performing a laser thermal anneal that activates the implanted dopant atoms.

Abstract: Disclosed are a method and apparatus for task scheduling based on deep reinforcement learning and a device. The method comprises: obtaining multiple target subtasks to be scheduled; building target state data corresponding to the multiple target subtasks, wherein the target state data comprises a first set, a second set, a third set, and a fourth set; inputting the target state data into a pre-trained task scheduling model, to obtain a scheduling result of each target subtask; wherein, the scheduling result of each target subtask comprises a probability that the target subtask is scheduled to each target node; for each target subtask, determining a target node to which the target subtask is to be scheduled based on the scheduling result of the target subtask, and scheduling the target subtask to the determined target node.

Abstract: A network resource scheduling method, apparatus, an electronic device and a storage medium are disclosed. An embodiment of the method includes: upon receipt of a network data stream, determining a traffic type of the network data stream based on the number of data packets of the network data stream received within a specified period of time, lengths of the data packets and reception times of the data packets; for each data packet comprised in the network data stream, determining a target transmission path for the data packet, based on node state parameters of nodes in the network cluster, link state parameters of links in the network cluster, and the traffic type of the network data stream when the data packet is received; and transmitting the data packet via the target transmission path.

Abstract: Provided are a conjugate of memantine and arctigenin, and a pharmaceutical composition comprising the conjugate. The conjugate can treat diseases associated with A? or Tau protein pathways, such as Alzheimer's disease or Parkinson's disease.

Abstract: Provided are a conjugate of memantine and arctigenin, and a pharmaceutical composition comprising the conjugate. The conjugate can treat diseases associated with A? or Tau protein pathways, such as Alzheimer's disease or Parkinson's disease.

Abstract: The present invention relates to a diarylo[a,g]quinolizidine compound of formula (I), enantiomer, diastereoisomer, racemate, mixture, pharmaceutically acceptable salt, crystalline hydrate or solvate thereof; the preparation method thereof, and uses thereof in preparing an experimental model drugs related to dopamine receptors and 5-HT receptors or a medicament for treating or preventing a disease related to dopamine receptors and 5-HT receptors.

Abstract: Use of hexahydro-dibenzo[a,g]quinolizine compounds as shown in formula(I) in preparing a medicine for treating and/or preventing benign prostate hyperplasia diseases.

Abstract: Use of hexahydro-dibenzo[a,g]quinolizine compounds as shown in formula(I) in preparing a medicine for treating and/or preventing benign prostate hyperplasia diseases.