Abstract: Provided herein are methods for treating macular degeneration, age-related macular degeneration, and photoreceptor degeneration in a subject including delivering to the subject electrical stimulation in the form of a ramp waveform, wherein the electrical stimulation is delivered through the skin around the eye. The methods provide for electrical stimulation at least most days per week.

Abstract: The present disclosure describes GLP-1R modulating compounds that are useful for treating GLP-1R-mediated diseases or conditions.

Abstract: Disclosed is a trifluoromethyl-substituted sulfonamide BCL-2-selective inhibitor, in particular disclosed are a compound of formula I, a stereoisomer or a pharmaceutically acceptable salt thereof, a preparation method therefore, and a pharmaceutical composition thereof. Also disclosed are the uses of said compound and of a pharmaceutical composition comprising same for treating anti-apoptotic BCL-2-related diseases, such as cancer.

Abstract: Monoorgano tin trialkoxide compounds having chemical formula R?SnX3 and containing less than about 5 mol % R?2SnX2 are described. R? is an optionally substituted organic substituent having about 1 to about 20 carbon atoms and each X is independently ORf, wherein Rf is a fluorinated organic substituent having about 1 to about 20 carbon atoms. Methods for synthesizing and purifying these compounds are also provided. The monoorgano tin compounds may be used for the formation of high-resolution EUV lithography patterning precursors and are attractive due to their high purity and minimal concentration of diorgano tin impurities.

Abstract: Composite materials with good electrical conductivity at low metal loadings are prepared using flowable, curable ink compositions that include polymer matrix precursor, silver nanowires, and reducible metal ions such as silver ions. The composite materials as electrically conductive structures can include up to about 20 wt % total metal and exhibit resistivity of no more than about 500 Ohm-cm. The electrically conductive structures can be designed to exhibit a variety of performance features, for example, the structures can be opaque or translucent, or they can have a total transmittance of visible light of at least about 80%.

Abstract: A wearable computing device includes a housing, an energy storage device and a power interface configured to deliver electrical power from the energy storage device to a circuit included on a band that is removably coupled to the housing. The wearable computing device includes a switching device configured to selectively couple the energy storage device to the power interface. The wearable computing device includes a processor configured to control operation of the switching device to couple the energy storage device to the power interface to deliver the electrical power to the circuit included on that band. The processor is configured to obtain data from the circuit on the band that is indicative of a unique identifier for the band. The processor is configured to control operation of the wearable computing device based. at least in part. on the data indicative of the unique identifier for the band.

Abstract: A method for improving a performance for an instruction-following language model including the steps of determining a degree of bias of neurons with respect to an instruction label, selecting one or more biased neuron based on the degree of bias, and removing an influence of the biased neuron.

Abstract: Embodiments disclosed herein are directed to a non-volatile storage system comprising a non-volatile memory including non-volatile storage elements and control circuitry. The control circuitry is configured to: perform a first read operation to access device parameter information for a first memory operation associated with a first storage region type, the device parameter information associated with the first storage region type stored in a first block of a plurality of blocks; perform the first memory operation, using the device parameter information associated with the first storage region type; perform a second read operation to access device parameter information for a second memory operation associated with a second storage region type, the device parameter information associated with the second storage region type stored in a second block of the plurality of blocks; and perform the second memory operation, using the device parameter information associated with the second storage region type.

Abstract: The technology disclosed herein relates to data discovery in computing environments, that provide access to data. In one example, a computer-implemented method includes identifying a first sampling criterion used for classification of a data store with respect to a target data type during a previous scan of the data store. The data store stores a set of data objects. The method includes selecting a second sampling criterion, from a plurality of sampling criteria, based on the first sampling criterion, and deploying one or more scanners configured to select a subset of data objects, from the set of data objects stored in the data store, based on the second sampling criterion. The subset comprises some, but not all, of the set of data objects. The method includes generating a classification result based on a number of instances of the target data type in the subset of data objects.

Abstract: A storage device is disclosed. The storage device may include at least one controller for a virtual machine (VM) that is on a source host. Storage in the storage device may store data for the VM. A second storage may store a storage state for the VM. A storage device controller may process at least one read request received from the controller for the VM using the first storage and at least one write request received from the controller for the VM using the first storage. A VM migration state monitor and capture module may assist in the migration of the VM from the source host to a destination host.

Abstract: Systems and methods involving a cloud distributed integrated node (DIN) composed of one or more servers; and a plurality of edge DINs configured to manage a corresponding region of heterogenous energy sources; which includes intaking data across the heterogenous energy sources of the corresponding region for one or more of the plurality of edge DINs; executing processing on the intaken data to produce a unified output for processing by the cloud DIN; transmitting the unified output to the cloud DIN from the one or more of the plurality of edge DINs; in response to receipt of the unified output from one or more of the plurality of edge DINs, issuing, a command to regulate the heterogenous energy sources of the corresponding region; and controlling the heterogenous energy sources of the corresponding region in response to the command with the one or more of the plurality of edge DINs.

Abstract: Disclosed are methods, systems, and computer-readable medium to perform operations including: measuring a first Channel State Information Reference Signal (CSI-RS) received from a first transmission reception point (TRP) of a plurality of TRPs; measuring a second CSI-RS received from a second TRP of the plurality of TRPs; determining a time delay and a frequency offset between the first TRP and the second TRP based on the first CSI-RS and the second CSI-RS; and generating a calibration report including the determined time delay and the determined frequency offset for transmission to the first TRP and the second TRP.

Abstract: A method includes obtaining a current picture block, using a 4:4:4 sampling format for the current picture block. The current picture block includes three 2W×2H sample arrays, one 2W×2H sample array represents a first chrominance component, one 2W×2H sample array represents a second chrominance component, and one 2W×2H sample array represents a luminance component. The method further includes separately downsampling the first chrominance component and the second chrominance component of the current picture block to obtain a base layer picture block, where a 4:2:0 sampling format is used for the base layer picture block, obtaining a differential chrominance picture block based on the current picture block, where the differential chrominance picture block includes at least part of chrominance samples of the current picture block, encoding the base layer picture block to obtain a base layer bitstream, and encoding the differential chrominance picture block to obtain an enhancement layer bitstream.

Abstract: This application describes method and apparatus for LED Flicker mitigation (LFM) using spatially multiplexed image sensors with linear exposure configuration and nonlinear gain configuration. An example spatially multiplexed image sensor includes a plurality of pixels, each pixel being divided into M×N sub-pixels, each of the M×N sub-pixels being configured with an exposure time and an analog gain. Within each of the plurality of pixels: the M×N sub-pixels are configured with different exposure times; a first sub-pixel of the M×N sub-pixels is configured with a first exposure time and a first analog gain, and a second sub-pixel of the M×N sub-pixels is configured with a second exposure time and a second analog gain, wherein the first exposure time is longer than the second exposure time, and the first analog gain is smaller than the second analog gain.

Abstract: Devices, methods and systems for parameterized spatial reuse (PSR). A parameterized spatial reuse reception (PSRR) Physical Layer protocol data unit (PPDU) which includes a trigger frame is received from an access point (AP). A PSR opportunity is identified, responsive the PSRR PPDU, and a PSR-based backoff procedure is started based on the PSR opportunity. A parameterized spatial reuse transmission (PSRT) PPDU is transmitted. Devices, methods and systems for enhanced spatial reuse (ESR). An enhanced spatial reuse reception (ESRR) physical protocol data unit PPDU is received, the ESRR PPDU including a trigger frame that indicates that at least one subchannel may be punctured, and a duration of an ESR operation. An enhanced spatial reuse transmission (ESRT) PPDU is transmitted on at least one punctured subchannel, on an ESR opportunity based on the ESRR PPDU. A response to the ESRT PPDU is received on the at least one punctured subchannel.

Abstract: Embodiments of the present disclosure provide a solar cell and a photovoltaic module. The solar cell includes: a substrate having a front surface and a rear surface, a first doped polycrystalline silicon layer doped with N-type dopant ions and disposed over the front surface or over the rear surface, and a second doped polycrystalline silicon layer doped with P-type dopant ions and disposed over the rear surface. A surface of the first doped polycrystalline silicon layer away from the substrate has a plurality of first protrusion structures. A surface of the second doped polycrystalline silicon layer away from the substrate has a plurality of second protrusion structures. An average thickness of the first protrusion structures is greater than an average thickness of the second protrusion structures, and a thickness of the first doped polycrystalline silicon layer is not greater than a thickness of the second doped polycrystalline silicon layer.

Abstract: The embodiments of the present application provide a support component and a lamination device. The support component is configured to laminate a curved cover plate with a flexible screen, and the support component includes: a flexible support table configured to support the flexible screen; and a base arranged on a side of the flexible support table in a first direction and configured to support the flexible support table, and the flexible support table includes a central area and first edge areas located on two sides of the central area in a second direction, the base includes first abutting portions, and at least part of the first edge area abuts against and between two of the first abutting portions that are arranged oppositely in a third direction, the first direction, the second direction, and the third direction intersecting each other.

Abstract: Disclosed are a wearable device for performing continuous beamforming on at least one object, and a method of controlling the wearable device. The wearable device includes: a plurality of microphones; a display module; at least one speaker; at least one processor. The wearable device may perform beamforming on at least one object located around a user wearing the wearable device, by using at least one microphone; output, on the basis of performing the beamforming, a notification corresponding to the at least one object through at least one of the at least one speaker or the display module; identify movement of the wearable device rotating to face an object among a plurality of objects; and highlight and output, on the basis of identifying the movement, through at least one of the at least one speaker or the display module, the notification while maintaining the beamforming on the at least one object.

Abstract: Provided is a method for normalizing embeddings for cross-embedding alignment. The method may include applying mean centering to the at least one embedding set, applying spectral normalization to the at least one embedding set, and/or applying length normalization to the at least one embedding set. Spectral normalization may include decomposing the at least one embedding set, determining an average singular value of the at least one embedding set, determining a respective substitute singular value for each respective singular value of a diagonal matrix, and/or replacing the at least one embedding set with a product of the at least one embedding set, a right singular vector, and an inverse of the substitute diagonal matrix. The mean centering, spectral normalization, and/or length normalization may be iteratively repeated for a configurable number of iterations. A system and computer program product are also disclosed.

Abstract: Techniques for creating an interest graph include obtaining content items from multiple content sources and applying tailored (e.g., source-specific) preprocessing to the content items based on their respective content source. Text is extracted and salient keywords and key phrases are identified using unsupervised machine learning models. The keywords and key phrases become nodes in an interest graph, each node comprising an embedding of a keyword or key phrase in a common embedding space, with edges representing semantic similarity based on embeddings or co-engagement patterns. The graph provides an expansive, granular, and dynamic taxonomy easily adaptable to emerging interests. The interest graph overcomes limitations of conventional taxonomies that lack depth, fail to capture niche interests, and cannot adapt to reflect evolving user preferences. The described techniques construct a rich interest graph from diverse content for improved content understanding.