查看更多>>摘要：News editors obtained the following quote from the background information supplied by the inventors:“Supervised classification task models are trained using examples consisting of utterances (strings of textin a natural language such as English), and a label which classifies the utterance into one of severalclasses (commonly called intents in the literature). For example, the classification may be as simpleas “Positive”, “Negative”, and “Neutral”, and one wishes to classify individual utterances based on thesentiment therein. “Yay that’s great” may be classified as “Positive” while “Terrible, just terrible” maybe classified as “Negative”. This is one simple example, and in general the classification ontology may bearbitrarily complex, with tens, hundreds, or more possible classes.
查看更多>>摘要：Reporters obtained the following quote from the background information supplied by the inventors:“The present invention relates generally to the field of computing, and more particularly to machinelearning.“Machine learning is a field of computing that deals with the process of training a computer algorithm,model, or artificial intelligence to “learn” to perform particular tasks. Machine learning may be used aspart of a system of artificial intelligence, natural language processing, speech recognition, computer vision,or predictive analytics. Machine learning may further include techniques such as statistical modeling, deeplearning, federated learning, generative adversarial networks, and neural networks.”
查看更多>>摘要：News editors obtained the following quote from the background information supplied by the inventors:“Some surgical robotic systems include a console supporting a surgical robotic arm and a surgical instrumentor at least one end effector (e.g., forceps or a grasping tool) mounted to the robotic arm. The roboticarm provides mechanical power to the surgical instrument for its operation and movement. Each roboticarm may include an instrument drive unit operatively connected to the surgical instrument and coupled tothe robotic arm via a rail. In operation, the robotic arm is moved to a position over a patient and thenguides the surgical instrument into a small incision via a surgical trocar or a natural orifice of a patientto position the end effector at a work site within the patient’s body. The instrument drive unit drives arotation of each corresponding driven member of the attached surgical instrument to perform a surgicaltreatment. The instrument drive unit may be configured to articulate the end effector in a plurality ofdirections to adjust its pitch and/or yaw within a surgical site, to open/close jaw members, and/or to firefeatures thereof.”
查看更多>>摘要：News editors obtained the following quote from the background information supplied by the inventors:“In recent years, autonomous mobile robots, in particular service robots, are being increasingly used inprivate homes. They can be employed, for example, as cleaning robots to vacuum and/or sweep a floorsurface or as monitoring robots that detect possible dangers such as burglars or fire during inspection runs.
查看更多>>摘要：News editors obtained the following quote from the background information supplied by the inventors:“Embodiments relate generally to the field of automatic ontology generation, and in particular to coordinatingknowledge from visual elements in a collaboration session while prioritizing based on participantinteractions.“It may be common for people in professional or personal environments to transfer knowledge andcollaborate on projects through collaboration sessions. While in-person sessions may be preferred, newersoftware applications, such as visual collaboration tools, may increase the value of virtual collaborationsessions. Users in the virtual collaboration session may interact or present information to the group usinggraphics or other visual methods that may form the basis for a knowledge domain that may be definedusing an ontology, which may in turn be used for a knowledge graph or other representation of the domain.”
查看更多>>摘要：From the background information supplied by the inventors, news correspondents obtained the followingquote: “The invention generally relates to automated, robotic and other processing systems, and relatesin particular to automated and robotic systems intended for use in environments requiring, for example,that a variety of objects (e.g., articles, parcels or packages) be processed, e.g., sorted and/or otherwisedistributed to several output destinations.“Many object distribution systems receive objects in an organized or disorganized stream that may beprovided as individual objects or objects aggregated in groups such as in bags, arriving on any of severaldifferent conveyances, commonly a conveyor, a truck, a pallet, a Gaylord, or a bin. Each object must thenbe distributed to the correct destination container, as determined by identification information associatedwith the object, which is commonly determined by a label printed on the object. The destination containermay take many forms, such as a bag or a bin.
查看更多>>摘要：The following quote was obtained by the news editors from the background information supplied by theinventors: “In recent years, the amount and uses of interactive programs has risen considerably. In tandemwith this rise, is the need to have human-like interactions and/or create applications that mimic the tone,cadence, and speech patterns of humans. Additionally, in order to fulfill user-interaction requirements,these applications need to be helpful, and thus respond intelligently by providing relevant responses to userinputs, whether these inputs are received via text, audio, or video input.”
查看更多>>摘要：The following quote was obtained by the news editors from the background information supplied by theinventors: “The invention relates to a method for automatically changing a bending die and/or at leastone guiding nozzle of a machine for bending material in wire, rod or band form. Moreover, the inventionrelates to an arrangement of at least one robot gripper arm and at least one control device for controllingthe at least one robot gripper arm. Furthermore, the invention relates to a bending machine for bendingmaterial in wire, rod or band form, in particular for producing stirrups for reinforced concrete construction,comprising a supporting frame, at least one bending head, preferably with two drives-which are alignedorthogonal to each other-and/or at least one bending roll, at least one feeding device with at least oneguiding nozzle, via which material to be bent can be fed to the at least one bending head, at least onebending die, releasably arranged in a bending die receiver, for bending the material, at least one robotgripper arm, preferably of a multi-axis robot, and at least one control device for controlling the at least onerobot gripper arm. Moreover, the invention relates to a bending die for such a bending machine and/orfor such a method.
查看更多>>摘要：From the background information supplied by the inventors, news correspondents obtained the followingquote: “Financial service providers are rapidly expanding the use of mobile services and mobile applications.Currently, most financial service providers provide mobile banking services which allow customers to performbasic functions and transactions remotely, for example, by using an application on a mobile device suchas a cell phone or a tablet having an online web interface. Mobile banking allows customers to managetheir money without visiting a physical brick and mortar branch bank location. Customers may checkaccount balances, pay bills, transfer funds, send money to others, deposit checks, receive customer support,apply for loans, receive alerts, apply for credit cards, manage benefits, manage credit/debit cards, reviewtransactions, open new accounts, and perform many other banking services on a mobile application ona mobile device without travelling to a physical location. The financial services providers provide thesefunctions to customers electronically via an application without the need for in-person teller services.
查看更多>>摘要：News editors obtained the following quote from the background information supplied by the inventors:“Many applications in mobile networks require a large amount of data from multiple distributed units likeUEs to be used to train a single common model. To minimize the data exchange between the distributedunits where the data is generated and the centralized units where the common model is to be created, theconcept of Federated learning (FL) may be applied.
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