Abstract: Embodiments of the present disclosure perform training attribution by identifying a synthesized image and a training image, where the synthesized image was generated by an image generation model that was trained with the training image. A machine learning model computes first attribution features for the synthesized image using a first mapping layer and second attribution features for the training image using a second mapping layer that is different from the first mapping layer. Then, an attribution score is generated based on the first attribution features and the second attribution features, where the attribution score indicates a degree of influence for the training image on generating the synthesized image.

Abstract: A culture medium for culturing mammary epithelial cells, which medium contains ?-estradiol, insulin-like growth factor 1, basic fibroblast growth factor, tumor necrosis factor-?, and optionally fibroblast growth factor 10. A method for culturing mammary epithelial cells using the culture medium, and a method and the use of cells obtained using the culture method in evaluating or screening the efficacy of a drug.

Abstract: A slide rail assembly includes a first rail with a positioning structure, a second rail displaceable relative to the first rail and providing a concave surface on the back to face the positioning structure, a first stopper pivotally connected to the concave surface corresponding to the first side of the positioning structure, and an operating member movably connected to the second rail and placed on the concave surface so that the operating member is on the side of the first stopper. The slide rail assembly can be installed on the side of the carrier, which can be a server case or drawer, or can be used on servers or furniture.

Abstract: A method includes making a determination, according to a rule, about whether a height of a subpicture of a video picture of a video is less than a height of a tile row of the video picture; and performing, using the determination, a conversion between the video and a bitstream of the video.

Abstract: Disclosed embodiments provide techniques for monitoring and evaluating the effectiveness of key value pairs (KVPs) used in a document processing system. In embodiments, KVPs are obtained from multiple extractors of a document processing system. A score is computed for the KVPs by computing an effectiveness metric for each KVP from the multiple KVPs. In response to the computed score being below a predetermined threshold, a model retraining process is performed to generate a new set of KVP extractors, and provide the new set of KVPs to the document processing system.

Abstract: The present disclosure provides an efficient phosphorus-containing toughening reactive flame retardant and a preparation method thereof, and a flame-retardant thermosetting resin, and relates to the technical field of material flame retardancy. In the present disclosure, the reactive flame retardant includes phosphorus, and can improve a flame-retardant performance of the thermosetting resin; meanwhile, the flame retardant further includes reactive N—H activated bonds that can participate in a curing reaction of the thermosetting resin, increasing a degree of cross-linking of the thermosetting resin to further improve tensile properties; in addition, the reactive flame retardant further includes a sacrificial bond structure to improve an impact performance of the thermosetting resin.

Abstract: A memory device includes a memory cell array having stacked first and second memory decks; and a peripheral circuit coupled to the memory cell array and configured to: when performing a program operation on a selected memory cell layer in the first memory deck, apply a voltage to a word line layer corresponding to the selected memory cell layer and apply a first voltage to a word line layer corresponding to an unselected memory cell layer in the first memory deck; apply a second voltage to the word line layer corresponding to the plurality of memory cell layers in the second memory deck; and apply a third voltage to the dummy word line layer corresponding to the at least one dummy memory cell layer at the junction position of the first memory deck and the second memory deck. The first voltage exceeds the second voltage, which exceeds the third voltage.

Abstract: The video processing may include video encoding, video decoding, or video transcoding. One example method of video processing includes performing a conversion between a video and a bitstream of the video according to a format rule. The format rule specifies that constraints on values of one or more first syntax elements in an adaptation parameter set are defined based on semantics of second syntax elements in a picture header and/or a slice header when a picture or a slice refers to the adaptation parameter set.

Abstract: Disclosed embodiments provide techniques for monitoring and evaluating the effectiveness of key value pairs (KVPs) used in a document processing system. In embodiments, KVPs are obtained from multiple extractors of a document processing system. A score is computed for the KVPs by computing an effectiveness metric for each KVP from the multiple KVPs. In response to the computed score being below a predetermined threshold, a model retraining process is performed to generate a new set of KVP extractors, and provide the new set of KVPs to the document processing system.

Abstract: Apparatus and method for migrating a container including graphics processor state.

Abstract: An optoelectronic device for immersion in a liquid coolant includes a printed circuit board assembly (PCBA) having opposing sides and having an optoelectronic component coupled on one side. A lens block mounted to the side of the PCBA encloses a plenum over the optoelectronic component. An opening defined in the lens block forms a reflective surface. The lens block has a first lens facing the optoelectronic component and opposing the reflective surface. The lens block also has a second lens facing a ferrule, which connects to optical fibers and couples to the lens block. A first seal seals the lens block mounted to the PCBA and separates the plenum from the liquid coolant. An insert is disposed in the opening to protect the reflective surface, and a second seal seals the opening and the insert in the lens block. A third seal seals the ferrule to the lens block.

Abstract: Various embodiments of the present disclosure provide a method for sidelink (SL) transmission. The method which may be performed by a user equipment (UE) comprises: performing a listen-before-talk (LBT) operation prior to a slot group comprising multiple slots. In accordance with an exemplary embodiment, the method further comprises: determining whether to select one or more slots from the multiple slots for one or more SL transmissions towards one or more other UEs, according to a result of the LBT operation.

Abstract: A relay communication device (12) is configured to relay traffic (18) for a remote communication device (14). The relay communication device (12) receives, from the remote communication device (14), an equipment identifier (20) associated with the remote communication device (14). Alternatively or additionally, the relay communication device (12) transmits, to a network node (22) in a communication network (10), a report (24) that reports an equipment identifier (20) associated with the remote communication device (14) as identifying the remote communication device (14) for which the relay communication device (12) is to relay traffic (18).

Abstract: A method for evaluating images of a printed pattern. The method includes obtaining a first averaged image of the printed pattern, where the first averaged image is generated by averaging raw images of the printed pattern. The method also includes identifying one or more features of the first averaged image. The method further includes evaluating the first averaged image, using an image quality classification model and based at least on the one or more features. The evaluating includes determining, by the image quality classification model, whether the first averaged image satisfies a metric.

Abstract: The exemplary embodiments disclose a method, a computer program product, and a computer system for managing environment change. The exemplary embodiments may include determining a plurality of change and risk models for a plurality of computing environments, generating a plurality of association rules based on the plurality of change and risk models, and generating a joint association rule by combining at least two of the plurality of association rules, wherein the joint association rule indicates, from the three dimensions, an association relationship between changes and risk events over at least a part of the time series.

Abstract: Methods, systems, and devices for signaling of general constraint information are described. An example method of video processing includes performing a conversion between a video including one or more pictures and a bitstream of the video according to a rule. The rule specifies that a syntax structure in a profile-tier-level syntax structure is after a syntax element. The syntax structure includes information related to general constraint information (GCI) for the bitstream. The syntax element indicates a level to which an output layer set associated with the profile-tier-level syntax structure conforms.

Abstract: A signal transmission method and an apparatus are provided. In the method, a terminal device receives first indication information, the first indication information is for determining at least one of a mapping parameter and a widely linear processing matrix; and the terminal device sends a second signal, where the second signal is obtained by converting a first signal based on at least one of the mapping parameter and the widely linear processing matrix, and the first signal includes m streams of first data to be sent. The mapping parameter includes a first mapping parameter of the m streams of first data and a second mapping parameter of conjugates of the m streams of first data, and the widely linear processing matrix includes a first widely linear processing matrix of m streams of second data and a second widely linear processing matrix of conjugates of the m streams of second data.

Abstract: According to one aspect, a method of operating a memory is provided. The method may include applying a first power supply voltage to a common source during a program precharge process. The method may include applying a first voltage to a first bottom gate line and applying a second voltage to a second bottom gate line starting at a first moment of the program precharge process. The method may include applying a second power supply voltage to the first bottom gate line and applying a third voltage to the second bottom gate line after the first moment of the program precharge process.

Abstract: Methods and apparatus for video processing are described. The processing may include video encoding, video decoding, or video transcoding. An example video processing method includes performing a conversion between a video including one or more pictures including one or more subpictures and a bitstream of the video. The one or more pictures and/or the one or more subpictures are included into the bitstream according to an order rule. The order rule specifies a relationship between a position of a current instantaneous decoder refresh (IDR) picture or a current IDR subpicture in the bitstream with respect to another picture referred to by an entry in a reference picture list for a current slice of the current IDR picture or the current IDR subpicture.

Abstract: Methods and apparatus for video processing are disclosed. The processing may include video encoding, video decoding, or video transcoding. One example method includes performing a conversion between a current block of a video and a bitstream of the video. The bitstream conforms to a rule that specifies that a context index offset is used for including a first sign flag of a first coefficient in the bitstream. The rule specifies that a value of the context index offset is based on whether a first coding mode is applied on the current block in the bitstream.