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.

Abstract: A method of operating an IC includes receiving a power supply voltage at a first pickup structure and a reference voltage at a second pickup structure, using the first pickup structure to bias an n-well shared among a first set of more than two rows of IC devices, and using the second pickup structure to bias a p-well shared among a second set of more than two rows of the IC devices.

Abstract: Techniques for automated tagging of visual content are described. A pairwise model is used to encode images and videos with a vision encoder, and encode keywords and phrases from an interest graph with a text encoder. Similarity layers compare these cross-modality embeddings by calculating distance in a shared embedding space. Scores indicate the association between visual features and text. A pairwise loss function brings together matched pairs while separating non-matches during training. Scores exceeding a threshold tag content with relevant keywords and phrases. The pairwise architecture relates images and text despite limited associated text. It leverages vision-to-text understanding for accurate tagging without per-class labels. Contrastive similarity techniques associate visual patterns with textual concepts. Automated tagging organizes user-generated content by topics using this scalable cross-modality approach.

Abstract: An information insertion method performed by a computer device relates to the field of information processing. The method includes: displaying an editing interface corresponding to an online document; receiving a contact insertion operation in the editing interface; in response to the contact insertion operation, inserting a contact corresponding to a first account into the online document; and displaying the contact corresponding to the first account in the online document, the contact corresponding to the first account providing a communication portal for instant messaging with the first account through the online document.

Abstract: Provided is a dummy pixel circuit. The dummy pixel circuit is applicable to a display panel provided with two through vias and disposed between the two through vias, and includes a pixel sub-circuit and a dummy sub-circuit. The pixel sub-circuit includes one or more first transistors, wherein a control electrode of the first transistor is electrically connected to the first gate line. The dummy sub-circuit includes one or more second transistors, wherein a control electrode of the dummy sub-circuit is electrically connected to the first gate line, a first electrode of the second transistor is electrically connected to a first electrode of a corresponding one of the one or more first transistors, and a second electrode of the second transistor is electrically connected to a second electrode of the corresponding first transistor. One of the first transistors corresponds to at least one of the second transistors.

Abstract: An integrated circuit (IC) device includes at least one circuit having an input and an output, and a plurality of transistors electrically coupled with each other between the input and the output. The plurality of transistors includes a first transistor of a first type, and a second transistor of a second type different from the first type. The IC device further includes an extended contact structure over and in electrical contact with a source/drain of the first transistor and a source/drain of the second transistor, and a conductive pattern extending along and overlapping the extended contact structure. The output electrically couples the conductive pattern to the extended contact structure.

Abstract: An integrated circuit includes a first time delay circuit, a second time delay circuit, and a master-slave flip-flop having a gated input circuit and a transmission gate. The transmission gate is configured to receive the first clock signal and the second clock signal to control a transmission state of the transmission gate. The gated input circuit is configured to have an input transmission state controlled by the third clock signal at the second output of the second time delay circuit. The second time delay circuit further includes a second gate-conductor and a second gate via-connector in direct contact with the second gate-conductor. The second gate-conductor intersects a first-type active region structure and a second-type active region structure in a second area, and wherein at least a portion of the second gate via-connector is atop the second-type active region structure.

Abstract: The present disclosure provides a tool kit including: a first holding member, a second holding member, a tool assembly, and an unlocking assembly. The second holding member is disposed in parallel with the first holding member, and a support cylinder member is connected therebetween to form an accommodation space. The tool assembly includes at least one tool member rotatably accommodated in the accommodation space. An end of the tool member is provided with a rotational connection part, and the rotational connection part is rotatably sleeved on the support cylinder member through a sleeve hole defined in the rotational connection part. The inner wall of the sleeve hole is concavely defined with an engagement groove. The unlocking assembly is movably mounted in a mounting hole of the support cylinder member. The unlocking assembly has a locked state and an unlocked state.

Abstract: A scanning control circuit configured to be applied to a display panel including Q display areas, includes: Q gate initization signal lines, Q light-emittig initialization signal lines and Q scanning control sub-circuits. Each scanning control sub-circuit corresponds to a display area. The scanning control sub-circuit includes a gate scanning control unit and a light-emitting scanning control unit. The gate scanning control unit is configured to be turned on under control of a gate initialization signal from a gate initialization signal from the gate initialization signal line. The light-emitting scanning control unit is configured to be turned on under control of a light-emitting initialization signal from a light-emitting initialization signal line coupled thereto, and to be turned off under control of another light-emitting initialization signal from the light-emitting initialization signal line.

Abstract: A display substrate includes at least two barrier layers in a peripheral area of the display substrate. The at least two barrier layers includes a first barrier layer forming an enclosure; and a third barrier layer on a side of the first barrier layer closer to a display area. The third barrier layer includes one or more discontinuous portions.

Abstract: An array substrate is provided. The array substrate includes one or more barrier walls and a plurality of signal lines in a peripheral area and on a side of the one or more barrier walls away from a base substrate. The peripheral area includes an inner region, an outer region, and one or more inter-barrier regions. The inner region is between a display area and a barrier wall closest to the display area. A respective one of the one or more inter-barrier regions is between two adjacent barrier walls. The outer region is on a side of a barrier wall most distal to the display area away from the display area. The plurality of signal lines include one or more first signal lines extending in at least one of the one or more inter-barrier region along a direction substantially parallel to at least one barrier wall.

Abstract: A gesture analysis method and a device and a non-transitory computer-readable storage medium are provided. The method includes: performing a feature extraction process on an image, and obtaining a first amount of features of finger key points and a second amount of features of palm key points; performing a UV-coordinate regression process and a depth regression process on each of the features of the finger key points and the palm key points, and obtaining a first UV coordinate and a first depth coordinate of each of the finger key points, and a second UV coordinate and a second depth coordinate of each of the palm key points; and performing a gesture analysis on the image according to the first UV coordinate, and the first depth coordinate, the second UV coordinate, and the second depth coordinate, and obtaining a gesture analysis result.

Abstract: Disclosed are a display substrate and a display apparatus, wherein the display substrate includes a display region and a non-display region which includes a rounded corner region; the display substrate includes a circuit structure layer including a pixel circuit and a control drive circuit; the circuit structure layer further includes a plurality of reset output lines and a plurality of reset transfer lines located in the non-display region and disposed on a side of the control drive circuit close to the display region, and an extension direction of the reset output line and an extension direction of the reset transfer line intersect; the reset transfer line is connected with the pixel circuit; an orthographic projection of at least one reset transfer line located in the rounded corner region on the base substrate is partially overlapped with orthographic projections of the plurality of reset output lines on the base substrate.

Abstract: Three-dimensional (3D) NAND memory devices and methods are provided. In one aspect, a fabrication method includes forming a conductor/insulator stack over a substrate, forming a dielectric layer of a dielectric material including atomic hydrogen over a part of the conductor/insulator stack, and performing a thermal process to release the atomic hydrogen from the dielectric material and diffuse the atomic hydrogen into the conductor/insulator stack.

Abstract: Embodiments are disclosed for generating a gesture reenactment video sequence corresponding to a target audio sequence using a trained network based on a video motion graph generated from a reference speech video. In particular, in one or more embodiments, the disclosed systems and methods comprise receiving a first input including a reference speech video and generating a video motion graph representing the reference speech video, where each node is associated with a frame of the reference video sequence and reference audio features of the reference audio sequence. The disclosed systems and methods further comprise receiving a second input including a target audio sequence, generating target audio features, identifying a node path through the video motion graph based on the target audio features and the reference audio features, and generating an output media sequence based on the identified node path through the video motion graph paired with the target audio sequence.

Abstract: A connecting member includes a connecting base defined with a nesting slot, and the connecting base is nested on a structural member through the nesting slot. The structural member is defined with an adapting slot, the connecting base is provided with a driving structure, a reset member, and a clamping member, the clamping member is exposed on a sidewall of the nesting slot and matched to the adapting slot, and the driving structure is movably disposed on the connecting base. The driving structure includes a pressing member and a driving button, the clamping member is disposed on a sliding path of the pressing member, the pressing member is configured to press or loosen the clamping member, the driving button presses and drives the pressing member to slide, and the reset member is configured to apply a force to the driving button to reset the driving button.

Abstract: Provided are a display panel and a display apparatus. The display panel comprises a display region (10) and a bezel region located at the periphery of the display region (10), the display region (10) comprises a plurality of data lines (11) and a plurality of sub-pixels (PX), and the plurality of data lines (11) are electrically connected to the plurality of sub-pixels (PX); and the bezel region comprises crack detecting lines (31) and a plurality of detection control units (35), the crack detecting lines (31) are electrically connected to at least one data line (11) among the plurality of data lines (11) by means of the plurality of detection control units (35), each crack detecting line (31) comprises at least one mark pattern (60), and the at least one mark pattern (60) is configured to be an alignment mark in the process.

Abstract: A display substrate, and a display apparatus are provided. Multiple subpixels in the display substrate include first and second subpixels. Each subpixel includes a power signal line pattern and a light-emitting element. The power signal line pattern includes first and second power line portions. At least a part of the first power line portion extends in a second direction. The light-emitting element includes an anode pattern. The second power line portion includes a body portion, a first end portion, and a second end portion. Each of the subpixels further includes a power compensation pattern, and the power compensation pattern forms an integral structure with the body portion and the first power line portion.

Abstract: A display panel and a display apparatus are provided; the display panel is divided into a display region and a non-display region at least partially surrounding the display region; a fan-out region is provided in the non-display region; the display panel includes a substrate and a first power trace provided on the substrate; a first portion of the first power trace is provided in the fan-out region and configured to transmit a first power signal; and the first portion includes: a sheet-shaped trace proximal to an edge of the display panel, and a plurality of stripe-shaped traces spaced apart from one another and extending from the sheet-shaped trace toward the display region. According to the present disclosure, the first power trace in the fan-out region is configured to include the plurality of strip-shaped traces.

Abstract: The present invention provides an organic light emitting diode (OLED) display panel. At least one light transmissive region used for placing photosensitive elements thereon is defined in a display region of the OLED display panel. Special-shaped sub-pixels are arranged at a periphery of each of the at least one light transmissive region. Each special-shaped sub-pixel includes at least one recess, and the at least one recess is at one side of the special-shaped sub-pixel facing a corresponding one of the at least one light transmissive region. An edge of each of the at least one recess conforms in shape to an edge of a corresponding one of the at least one light transmissive region.