Abstract: A method of exchanging data between devices is provided. The method includes a first device detecting a user's intention to transmit data, generating first identification information for the data by using biometric data obtained from the user, and transmitting the data and the first identification information to a personalized cloud storage, and a second device detecting the user's intention to receive the data, generating second identification information by using the biometric data obtained from the user, requesting the personalized cloud storage for the data by using the second identification information, and receiving and storing the data from the personalized cloud storage.

Abstract: Systems and methods for displaying augmented reality content relative to an identified object are disclosed. The systems and methods can include a set of operations. An operation can include providing a first image. An operation can include determining interest points in the first image. An operation can include identifying an object in the first image. An operation can include identifying augmented reality content associated with the object. An operation can include determining a first transformation for displaying the augmented reality content in the first image relative to the identified object. An operation can include providing the interest points and the first transformation. An operation can include determining a second transformation for displaying the augmented reality content in a second image relative to the identified object using, at least in part, the first transformation and the interest points. An operation can include displaying, by a user device, the augmented reality content.

Abstract: Methods utilizing Large Language Models (LLMs) in software challenges are presented. A first method focuses on a competitive format between two participants. A user proposes and another user accepts a competition, after which a tailored software challenge, based on their profiles, is created by an LLM. After submission, another LLM evaluates their solutions against the challenge's criteria to determine a winner. A second method revolves around crafting personalized software challenges using LLMs. These challenges are based on various factors, like software ticket details or user characteristics. Accompanied by specific requirements, the challenge is communicated to the user. Upon completion, the solution is assessed for compliance with the set requirements, and successful participants receive an award. Both methods highlight the LLM's capability in automating, personalizing, and evaluating user responses to software challenges.

Abstract: A route determination system includes: an initial route line setting section that sets an initial route line including a plurality of split points between a starting point and a destination and connecting the first and second waypoints; and a movement route determination section that generates a candidate route line starting from the first waypoint and reaching the second waypoint by setting a predetermined number of control points at arbitrary positions within a specific range on the map, and that when all split points of the candidate route line are positioned within the passable area, determines, as a movement route for a mobile object, a route in a real space corresponding to the candidate route line, and when at least one of the split points of the candidate route line is positioned within an impassable area, increases the number of control points and performs the curving processing again.

Abstract: Certain aspects of the present disclosure provide techniques and apparatus for generating a response to an input query using a generative artificial intelligence model. The method generally includes receiving an input query for processing. Using a first generative artificial intelligence model, an embedding representation of the received input query is generated. The embedding representation generally includes an embedding of the received input query in a first dimensionality. The embedding representation is projected into a projected representation of the received input query. Generally, the projected representation comprises a representation in a second dimensionality. A response to the received input query is generated using a second generative artificial intelligence model and the projected representation, and the generated response is output.

Abstract: The disclosure relates to an optical system for eye tracking, including: a light source; arranged to emit light; a light detector for detecting light and indicating positional information of the detected light thereby; a Holographic Optical Element (HOE) arrangement, configured to direct light from the light source towards an eye, to receive at least one glint of the light from the eye and to direct light from the received at least one glint to be in focus at the light detector, the HOE arrangement being configured with a large enough numerical aperture so that ambient or stray light directed by the HOE arrangement is out of focus at the light detector. The optical system may form part of an Augmented Reality (AR) or Virtual Reality (VR) system.

Abstract: The present disclosure relates to an augmented reality eyeglass lens with a waveguide and a method of manufacturing such an eyeglass lens with a waveguide. The eyeglass lens including: a first lens part and a second lens part, with a cylindrical waveguide therebetween; and the cylindrical waveguide having cylindrical concentric opposing surfaces defining a first cylindrical interface with the first lens part and a second cylindrical interface with the second lens part, and the cylindrical waveguide is transparent and includes central waveguide core with a transparent medium at the first and second cylindrical interfaces.

Abstract: The present disclosure relates to systems and methods for automatic generation of summaries for record objects using one or more large language models. The system can identify a plurality of electronic activities matched to a record object of a customer relationship management system. The system can generate one or more text strings from the plurality of electronic activities using the large language models. The system can generate a first set of topics by inputting a first set of text strings into the large language models. The system can generate a second set of topics by inputting a first subset of text strings of the first set of text strings into the large language models. The system can transmit one or more topics to a computing device for presentation.

Abstract: A method for performing an entangling operation between trapped ions in a quantum computer includes selecting an amount of infidelity that is allowed in an entangling operation between two trapped ions in a quantum computer, computing a pulse function of a pulse to be applied to each of the two trapped ions based on gate operation conditions and the selected amount of infidelity, generating the pulse based on the computed pulse function, and applying the generated pulse to each of the two trapped ions to perform the entangling operation between the two trapped ions.

Abstract: Provided is an image processing method including identifying a plurality of real-world objects or a plurality of virtual objects included in an image recognized by a device, obtaining depth information of each of the plurality of identified real-world objects or virtual objects, and outputting light of a virtual image corresponding to the plurality of identified real-world object or virtual object based on the depth information of each of the plurality of identified real-world objects or virtual objects.

Abstract: A Cognitive Manager (CM) controls a RAN. The CM obtains from the RAN a set of local needs identifying a radio communication performance criterion that is to be satisfied. A set of neighbor needs are obtained from a neighbor CM. An event message is received from the RAN containing a radio metric that does not presently satisfy at least one of the set of local needs. A set of present neighbor improvement action drives being performed or will be performed to satisfy the set of neighbor needs, are obtained from the neighbor CM. A combination of the set of local needs, the set of the neighbor needs, the set of present neighbor improvement action drives, and the radio metric, is used to determine a local improvement action drive that is to be performed by the RAN. An adjustment report identifying the local improvement action drive is provided to the RAN.

Abstract: A latch for use in a motor vehicle. The latch including a first housing member, a second housing member, and a clip. The first housing member including a first edge member, the second housing member including a second edge member. The clip including a first leg and a second leg collectively configured to sandwich the first and second edge members to fix the first housing member to the second housing member.

Abstract: A system for facilitating the creation of an Intellectual Property (IP) license agreement associated with an IP token, the system comprising a server with one or more processors is configured to create a first IP license agreement template, allow a first user to purchase a first IP token, wherein the first IP token is associated with a first IP Owner. Further, authenticate the first user using details associated with a first user crypto-wallet, verify the presence of the first IP token in the first user crypto-wallet, receive first set of information from the first user, and create a Ready-to-Sign (RtS) first IP license agreement based on the first IP license agreement template, a first IP token metadata, and the first set of information. Finally, receive signatures of the first IP Owner and the first user and enforce a first IP license agreement.

Abstract: Certain aspects of the present disclosure provide techniques and apparatus for training and inferencing using a multi-domain machine learning model. An example method generally includes extracting, using a first neural network block, a plurality of features associated with inputs in a multi-domain input data set. A confusion matrix is generated based on the extracted plurality of features. A plurality of clusters is identified from the confusion matrix. Each cluster in the plurality of clusters generally corresponds to one or more data domains in the multi-domain input data set. A first gating neural network is trained based on the multi-domain input data set and the identified plurality of clusters. A plurality of second neural network blocks is trained based on a division of the multi-domain input data set into data associated with each cluster of the plurality of clusters.

Abstract: A work region setting device includes a processor executes computer-readable instructions to perform acquiring map information about a work region and work machine information about a plurality of work machines, deciding the work target region for each of the work machines for performing the work in a work range of a work region designated based on the map information, setting the decided work target region for each work machine, and transmitting the work target region to the work machine. The work machines include a first second work machines. The deciding of the work target region includes deciding a region including an edge of a boundary line located around the work range as a second work target region of the second work machine and deciding a region of the work range inside of the second work target region as a first work target region of the first work machine.

Abstract: An electronic device is provided. The electronic device includes a display module, a camera module, an ultra-wideband (UWB) communication circuit supporting UWB communication, and at least one processor is disclosed. The at least one processor may be configured to receive radar response information related to a radar reflection signal through the UWB communication circuit, analyze the radar response information to identify the presence of at least one alive object in a first image captured by the camera module, adjust autofocusing of the camera module based on detecting the presence of the at least one alive object, and display a second image captured through the adjusted autofocusing by the camera module on the display module.

Abstract: An electronic device and a controlling method of the electronic device are disclosed. The electronic device may include: a memory configured to store at least one instruction, and at least one processor, comprising processing circuitry, configured to execute the at least one instruction, and at least one processor, individually and/or collectively, is configured to: obtain an audio signal, input the audio signal into a preprocessing module and obtain feature information indicating features included in the audio signal, input the feature information into a vector obtaining module and obtain a feature vector corresponding to the audio signal based on the obtained feature information, and input the feature vector into a classification module and identify whether the audio signal is compressed two or more times.

Abstract: A work area determination device includes: an acquisition unit for acquiring a travel track of a lawn mower that has traveled while being operated by a person; a movement track calculation unit for calculating a movement track of the mowing blade of the lawn mower on the basis of the travel track; and a determination unit for determining a lawn mowing work area from which the obstacle presence area is excluded, on the basis of the movement track.

Abstract: The present invention relates to a method for the preparation of autologous human primary hair follicles in 3D cultures, comprising the isolation of primary fetal follicles; isolation of the patient's hair follicle cells; isolation of skin cells of the patient's scalp; extraction of growth factors from fetal follicle cells; the fibrin gel creation that contains growth factors of fetal follicles; sandwich cultivation of patient's hair follicle cells and skin of the patients scalp on or into fibrin gel that contains growth factors of fetal follicles; separation from fibrin gel the patients primary hair follicles, which can be used to treat baldness as an autologous graft.