Abstract: The present invention relates to a method and a system for training a machine learning model for face recognition. The method comprising generating a training dataset; providing a teacher model that comprises a teacher backbone and a teacher head; iteratively training the teacher backbone and the teacher head using the training dataset; setting the machine learning model to include a lightweight backbone and a lightweight head; copying trained parameters of the trained teacher head to the lightweight head; and iteratively training the lightweight backbone using the training dataset.

Abstract: The present disclosure relates to an anchor assembly. The anchor assembly includes an anchor defining a cavity and an opening to the cavity; and a headless insertion member configured for arrangement within the anchor cavity, the insertion member including a body having a threaded proximal portion, a non-threaded distal portion, and a cannulation extending a partial length of the insertion member. Other anchor assemblies, anchors, and delivery devices are also disclosed.

Abstract: A driver monitor system includes an image data acquiring module configured to acquire a plurality of image data from a data collection module; a training module configured to train a plurality of teacher models to obtain a plurality of feature groups using the plurality of image data, and transfer a plurality of pieces of knowledge obtained from the plurality of feature groups to a plurality of student models, respectively; and at least one edge device comprising the plurality of student models configured to use a pipeline design pattern with multiple threads to make a warning.

Abstract: The present disclosure relates to an anchor assembly. The anchor assembly includes an anchor defining a cavity and an opening to the cavity; and a headless insertion member configured for arrangement within the anchor cavity, the insertion member including a body having a threaded proximal portion, a non-threaded distal portion, and a cannulation extending a partial length of the insertion member. Other anchor assemblies, anchors, and delivery devices are also disclosed.

Abstract: The present disclosure relates to an anchor assembly. The anchor assembly includes an anchor defining a cavity and an opening to the cavity; and a headless insertion member configured for arrangement within the anchor cavity, the insertion member including a body having a threaded proximal portion, a non-threaded distal portion, and a cannulation extending a partial length of the insertion member. Other anchor assemblies, anchors, and delivery devices are also disclosed.

Abstract: The present disclosure relates to an anchor assembly. The anchor assembly includes an anchor defining a cavity and an opening to the cavity; and a headless insertion member configured for arrangement within the anchor cavity, the insertion member including a body having a threaded proximal portion, a non-threaded distal portion, and a cannulation extending a partial length of the insertion member. Other anchor assemblies, anchors, and delivery devices are also disclosed.

Abstract: The present disclosure relates to an anchor assembly. The anchor assembly includes an anchor defining a cavity and an opening to the cavity; and a headless insertion member configured for arrangement within the anchor cavity, the insertion member including a body having a threaded proximal portion, a non-threaded distal portion, and a cannulation extending a partial length of the insertion member. Other anchor assemblies, anchors, and delivery devices are also disclosed.

Abstract: Embodiments provide a limiter circuit that includes a power splitter coupled with a plurality of antiparallel diode pairs. In some embodiments, the power splitter may be part of a first stage of the limiter circuit. Other embodiments may be described and claimed.

Abstract: The present disclosure relates to an anchor assembly. The anchor assembly includes an anchor defining a cavity and an opening to the cavity and an insertion member configured for arrangement within the anchor cavity. Other anchor assemblies, anchors, and delivery devices are also disclosed.

Abstract: Methods of detecting nucleic acids, including methods of detecting two or more nucleic acids in multiplex branched-chain DNA assays, are provided. Nucleic acids captured on a solid support are detected, for example, through cooperative hybridization events that result in specific association of a label with the nucleic acids. Compositions, kits, and systems related to the methods are also described.

Abstract: Embodiments provide a limiter circuit that includes a power splitter coupled with a plurality of antiparallel diode pairs. In some embodiments, the power splitter may be part of a first stage of the limiter circuit. Other embodiments may be described and claimed.

Abstract: Embodiments provide a limiter circuit that includes a power splitter coupled with a plurality of antiparallel diode pairs. In some embodiments, the power splitter may be part of a first stage of the limiter circuit. Other embodiments may be described and claimed.

Abstract: A system and a method for processing calls. The system comprises a database including: a plurality of telephony identifiers; and for each telephony identifier, information regarding a group of persons that is associated with the telephony identifier, each person of the group of persons being reachable by placing a call to the telephony identifier, the information comprising, for each person of the group of persons, information related to processing of calls involving the person. The system also comprises a processing element having access to the database and being operative for: determining that a given call involves a particular person of the group of persons that is associated with a given one of the telephony identifiers; and processing the given call based on the information related to processing of calls involving the particular person.

Abstract: A method for allowing a calling party to leave a message for a called party. The method comprises: receiving a command provided by the calling party and indicative of a desire of the calling party to leave a message for the called party; obtaining message destination information associated with the called party; receiving a voice message provided by the calling party; generating an electronic message representative of the voice message; and causing transmission of the electronic message based on the message destination information. An apparatus for implementing the method is also provided.

Abstract: Methods of detecting nucleic acids, including methods of detecting two or more nucleic acids in multiplex branched-chain DNA assays, are provided. Nucleic acids captured on a solid support are detected, for example, through cooperative hybridization events that result in specific association of a label with the nucleic acids. Compositions, kits, and systems related to the methods are also described.

Abstract: A robot for holding and for handling medical instruments/equipment (1), in particular retractors, preferably for use in orthopedic operations, comprises a manipulator (2) and an end effector (3) supported on the manipulator (2) for gripping/coupling of the particular instrument (1), wherein means for detecting external parameters relating to the holding situation are provided and wherein the holding/handling function of the robot can be defined on the basis of the identified parameters and optionally with the use of further predeterminable parameters.

Abstract: A system and a method for processing calls. The system comprises a database including: a plurality of telephony identifiers; and for each telephony identifier, information regarding a group of persons that is associated with the telephony identifier, each person of the group of persons being reachable by placing a call to the telephony identifier, the Information comprising, for each person of the group of persons, information related to processing of calls involving the person. The system also comprises a processing element having access to the database and being operative for: determining that a given call involves a particular person of the group of persons that is associated with a given one of the telephony identifiers; and processing the given call based on the information related to processing of calls involving the particular person.

Abstract: A system and a method for processing calls. The system comprises a database including: a plurality of telephony identifiers; and for each telephony identifier, information regarding a group of persons that is associated with the telephony identifier, each person of the group of persons being reachable by placing a call to the telephony identifier, the information comprising, for each person of the group of persons, information related to processing of calls involving the person. The system also comprises a processing element having access to the database and being operative for: determining that a given call involves a particular person of the group of persons that is associated with a given one of the telephony identifiers; and processing the given call based on the information related to processing of calls involving the particular person.

Abstract: A method and apparatus for delivering information to a subscriber involved in an active telephony session is provided. A message originating from a sender and directed to the subscriber is received. Information related to the message is delivered to the subscriber by interrupting the active telephony session involving the subscriber.