Abstract: Provided is an in-ear device and associated computational support system that leverages machine learning to interpret sensor data descriptive of one or more in-ear phenomena during subvocalization by the user. An electronic device can receive sensor data generated by at least one sensor at least partially positioned within an ear of a user, wherein the sensor data was generated by the at least one sensor concurrently with the user subvocalizing a subvocalized utterance. The electronic device can then process the sensor data with a machine-learned subvocalization interpretation model to generate an interpretation of the subvocalized utterance as an output of the machine-learned subvocalization interpretation model.

Abstract: Techniques are described for efficiently embedding frame masks in a video stream. In some solutions, a computer implemented method includes operations for encoding a frame of video data comprising an array of pixels to generate an encoded video frame, and transmitting the encoded video frame to a video decoder. The array of pixels include foreground pixels and background pixels. The foreground pixels have respective first chroma component values which are bounded within a first chroma component range. Encoding the frame of video data can include converting the first chroma component values of the foreground pixels to second chroma component values by applying a mapping function. The second chroma component values are bounded within a second chroma component range. The second chroma component range is shifted or compressed from the first chroma component range.

Abstract: The description relates to passive two-phase immersion cooling of computers, such as servers. One example can include multiple liquid immersion tanks configured to contain servers immersed in a liquid-phase of a coolant having a boiling point below a maximum operating temperature of the servers such that operation of the servers generates heat that is transferred to the liquid phase of the coolant and causes a portion of the coolant to boil to a gas phase of the coolant. The example can include a single phase separator tank and a single heat exchanger coupled to the multiple liquid immersion tanks as a sealed cooling system and configured to receive the gas phase of the coolant and configured to transition the gas phase of the coolant back to the liquid phase of the coolant and to automatically deliver liquid phase of the coolant to an individual liquid immersion tank responsive to further boiling producing additional gas phase of the coolant that evacuates the individual liquid immersion tank.

Abstract: A method for processing a sample of a cell culture composition includes diluting the sample followed by filtering the diluted sample, wherein the dilution may be at least 10 parts by volume of a diluent to one part sample, and the filter may be a porous membrane with a molecular weight cutoff of less than 20,000 Daltons. The dilution may be carried out at a multiple-port dilution valve having a first condition and a second condition. The sample may be mixed with the diluent at a predetermined dilution ratio when the dilution valve is in the second condition.

Abstract: Provided herein is a coated coronary stent, comprising: a. stent framework; b. a plurality of layers deposited on said stent framework to form said coronary stent; wherein at least one of said layers comprises a bioabsorbable polymer and at least one of said layers comprises one or more active agents; wherein at least part of the active agent is in crystalline form.

Abstract: A method is described and includes subsequent to an autonomous vehicle becoming immobilized, initiating a local assistance request; subsequent to the initiating, receiving local assistance input from a passenger of the autonomous vehicle; and using the local assistance input to determine an action to be taken by the autonomous vehicle to mobilize the autonomous vehicle.

Abstract: Described herein are compounds of Formula I or a pharmaceutically acceptable salt thereof. The compounds of Formula I act as IL4I1 inhibitors and can be useful in preventing, treating or acting as a remedial agent for IL4I1-related diseases.

Abstract: A non-transitory computer-readable medium and methods capable of being executed thereby are provided. The non-transitory computer-readable medium includes contents that are configured to cause a computing system to perform the method related to a charging port of an electrified vehicle. The method, or methods, include taking a current photo of at least one of a charging receptacle or a cordset of the charging port; image processing the current photo; and determining whether the current photo includes one or more identified faults from the image processed current photo. If one or more identified faults are present in the image processed current photo, at least one of: sending a maintenance message; limiting charging; or adjusting system parameters.

Abstract: The output spectrum of a light emitting device comprising LEDs and/or pcLEDs is tunable by controlling emission from an activating LED to activate absorption by a photochromic material in the light output optical path of the device, or to induce emission from a wavelength converting material not otherwise active during operation of the light emitting device, or to activate absorption by a photochromic material in the light output optical path of the device and to induce emission from a wavelength converting material not otherwise active during operation of the light emitting device.

Abstract: In certain embodiments, intent prediction and dialogue generation may be facilitated. In some embodiments, a chat initiation request may be obtained from a user. The latest activity information associated with the user may be provided to a prediction model to obtain a first set of predicted intents of the user. For each intent of the first set of predicted intents, a candidate question may be selected from a question set based on the candidate question matching the intent. In some embodiments, the candidate questions may be simultaneously presented on the chat interface.

Abstract: Aspects of the present disclosure are directed to creating and administering artificial reality collaborative working environments and providing interaction modes for them. An XR work system can provide and control such artificial reality collaborative working environments to enable, for example, A) links between real-world surfaces and XR surfaces; B) links between multiple real-world areas to XR areas with dedicated functionality; C) maintaining access, while inside the artificial reality working environment, to real-world work tools such as the user's computer screen and keyboard; D) various hand and controller modes for different interaction and collaboration modalities; E) use-based, multi-desk collaborative room configurations; and F) context-based auto population of users and content items into the artificial reality working environment.

Abstract: A method includes determining a broadband bandwidth and a resource usage pattern, according to unused data capacity information that is based on monitoring data capacity retained by wireless communication servers, and assigning a first portion of the broadband bandwidth for receiving first content from the wireless communication servers. The assigning of the first portion of the broadband bandwidth causes a first mapping of the first content for delivery by a first group of the wireless communication servers according to the first portion of the broadband bandwidth.

Abstract: An auxiliary device charging case is used to facilitate translation features of a mobile computing device or auxiliary device. A first user, who may be a foreign language speaker, holds the charging case and speaks into the charging case. The charging case communicates the received speech to the mobile computing device, either directly or through the auxiliary device, which translates the received speech into a second language for a second user, who is the owner of the mobile computing device and auxiliary device. The second user may provide input in the second language, such as by speaking or typing into the auxiliary or mobile computing device. The mobile computing device may translate this second input to the first language, and transmit the translated input to the charging case either directly or through the auxiliary device. The charging case may output the translated second input to the first user, such as through a speaker or display screen.

Abstract: A method includes receiving a trigger interaction indication indicating a first graphical user interaction by a user within a no-code environment. In response to receiving the trigger interaction indication, the method also includes establishing a trigger condition for an application generated by the no-code environment. The method also includes receiving an action interaction indication indicating a second graphical user interaction by the user within the no-code environment. The method also includes, in response to receiving the action interaction indication, defining an action response for the application when the trigger condition is satisfied. The action response includes a function call calling a function of a script. The script is generated within a low-code environment. The method also includes executing the application.

Abstract: Content-adaptive online training for end-to-end (E2E) neural image compression (NIC) using a neural network performed by at least one processor, is provided, including receiving an input image, to an E2E NIC framework, splitting the input image into a plurality of blocks, selecting a subset of blocks from the plurality of blocks, the subset of blocks sharing a same pattern, preprocessing a neural network of the E2E NIC framework, wherein the preprocessed neural network is applied to the selected subset of blocks, computing updated parameters using the preprocessed neural network, and generating an updated E2E NIC framework, based on the updated parameters.

Abstract: A method includes obtaining first code in a high-level programming language. The first code represents a first function for performing one or more operations on plaintext. The method also includes converting the first code into an intermediate representation comprising a list of nodes. Each node of the list of nodes includes one or more logical operations. The method also includes converting the intermediate representation into a Boolean intermediate representation that includes a plurality of single-bit logical operations. The method also includes transpiling the Boolean intermediate representation into second code in the high-level programming language. The second code represents a second function for performing, using fully homomorphic encryption (FHE), the one or more operations on ciphertext.

Abstract: A mobile communication devices operates to: generate first control data to control an auxiliary device coupled to one of a plurality of home automation devices; establish a group of the plurality of home automation devices; establish at least one task associated with the group of the plurality of home automation devices; receive selection of the at least one task associated with the group of the plurality of home automation devices; and generate second control data in response to selection of the at least one task associated with the group, wherein, responsive to the selection of the at least one task associated with the group, at least one of the plurality of wireless transceivers transmits the second control data to the group of the plurality of home automation devices to control, in accordance with the at least one task, each of the auxiliary devices coupled thereto.

Abstract: Methods and systems for monitoring performance in a distributed storage system described. One example method includes identifying requests sent by clients to the distributed storage system, each request including request parameter values for request parameters; generating probe requests based on the identified requests, the probe requests including probe request parameter values for probe request parameter values, representing a statistical sample of the request parameters included in the identified requests; sending the generated probe requests to the distributed storage system over a network, wherein the distributed storage system is configured to perform preparations for servicing each probe request in response to receiving the probe request; receiving responses to the probe requests from the distributed storage system; and outputting at least one performance metric value measuring a current performance state of the distributed storage system based on the received responses.

Abstract: A method, a wireless transmit/receive unit (WTRU), and a base station are disclosed. The WTRU comprises a receiver, a transmitter, and a processor. The WTRU receives at least one radio resource control (RRC) message indicating an uplink resource for the WTRU and receives grants over first channels associated with the indicated uplink resource. The WTRU transmits uplink data using the indicated uplink resource based on the received grants, and, based on a trigger, deactivates the indicated uplink resource and to stop the reception of grants over the first channels associated with the indicated uplink resource and flush hybrid automatic repeat request (HARQ) buffers associated with the indicated uplink resource. The base station is configured to communicate with the WTRU.

Abstract: The soybean variety 103323487 is disclosed. The invention relates to seeds, plants, plant cells, plant tissue, harvested products and soybean lint as well as to hybrid soybean plants and seeds obtained by repeatedly crossing plants of variety 103323487 with other plants. The invention also relates to plants and varieties produced by the method of essential derivation from plants of 103323487 and to plants of 103323487 reproduced by vegetative methods, including but not limited to tissue culture of regenerable cells or tissue from 103323487.