Neural Network-Based Post Filter For Video Coding

    公开(公告)号:US20250030881A1

    公开(公告)日:2025-01-23

    申请号:US18909092

    申请日:2024-10-08

    Applicant: Lemon Inc.

    Abstract: A method of processing video data. The method includes determining that a supplemental enhancement information (SEI) message of a bitstream includes indicators specifying one or more neural network (NN) filter model candidates or selections for a video unit or samples within the video unit, and converting between a video media file comprising the video unit and the bitstream based on the indicators. A corresponding video coding apparatus and non-transitory computer readable medium are also disclosed.

    Space manager for transparent block device compression

    公开(公告)号:US12204777B2

    公开(公告)日:2025-01-21

    申请号:US18187088

    申请日:2023-03-21

    Applicant: Lemon Inc.

    Abstract: Systems and methods for space allocation for block device compression are provided. In particular, a computing device may receive an allocation request to write the compressed data, select a range list adequate for serving the allocation request from a plurality of range list, dequeue a range entry from the selected range list to allocate free space for the compressed data, and allocate the free space corresponding to the range entry to the compressed data to serve the allocation request.

    MACHINE LEARNING MODEL ALIGNMENT
    23.
    发明申请

    公开(公告)号:US20250021891A1

    公开(公告)日:2025-01-16

    申请号:US18900432

    申请日:2024-09-27

    Abstract: A method is proposed for machine learning (ML) model alignment. In the method, a first number of samples is generated by a target ML model based on samples selected from a set of samples. A sample comprises a question-answer pair. The set of samples is updated by adding at least a portion of the first number of samples to the set of samples. The target ML model is trained with at least a portion of the updated set of samples. In this way, the ML model self-generalization ability is unlocked to perform alignment with near-zero human supervision.

    CUSTOMIZING GENERATION OF OBJECTS USING DIFFUSION MODELS

    公开(公告)号:US20250014233A1

    公开(公告)日:2025-01-09

    申请号:US18347366

    申请日:2023-07-05

    Applicant: Lemon Inc.

    Abstract: Methods of customizing generation of objects using diffusion models are provided. One or more parameters (e.g., a conditioning signal, network weights, or an initial or starting noise) of the diffusion model can be optimized by a backpropagation process, which can be performed by solving an augmented adjoint ordinary differential equation (ODE) based on an adjoint sensitivity method. The customized diffusion model can generate stylized objects, generate objects with specific visual effect(s), and provide adversary examples to audit security of an object generation system.

    View synthesis from sparse volume data structure

    公开(公告)号:US12190558B2

    公开(公告)日:2025-01-07

    申请号:US17806410

    申请日:2022-06-10

    Applicant: Lemon Inc.

    Abstract: A computer-implemented method for transforming a neural radiance field model is described. A plurality of inputs are provided to a neural radiance field (NeRF) model that represents a 3-dimensional space having a subject, wherein each input of the plurality of inputs includes a location and a view direction and corresponds to respective colors of voxels that represent the 3-dimensional space. A spectral analysis is performed on a plurality of outputs of the NeRF model based on the plurality of inputs, wherein the plurality of outputs include the respective colors of the voxels. Frequency components of the spectral analysis that represent colors for at least some of the voxels are extracted. A sparse volume data structure that represents the 3-dimensional space and the respective colors for the at least some of the voxels is generated.

    Facilitating collaboration in a work environment

    公开(公告)号:US12175431B2

    公开(公告)日:2024-12-24

    申请号:US17859988

    申请日:2022-07-07

    Applicant: Lemon Inc.

    Abstract: The present disclosure describes techniques for facilitating a collaborative environment. The techniques may comprise aggregating data shared by at least a subset of a plurality of users via a plurality of message threads and a plurality of virtual rooms in the collaborative environment. The data may be categorized into a plurality of categories based on determining relatedness of the data. Data associated with any category among the plurality of categories may be classified based on a plurality of types of the data associated with the category. One of the plurality of types of the data associated with the category may be displayed on a first computing device associated with a first user among the plurality of users.

    Apparatus, method, system and medium for measuring pulse signal width

    公开(公告)号:US12174232B2

    公开(公告)日:2024-12-24

    申请号:US17833884

    申请日:2022-06-06

    Applicant: Lemon Inc.

    Abstract: A apparatus, method, system and medium are provided. The apparatus includes: a buffer chain, including N first buffers connected end to end, N first AND gates with one input connected to a pulse signal and the other input connected to an output of a corresponding first buffer, and N flip-flops coupled with outputs of respective first AND gates; a path time delay adjustment circuit, with an input receiving a pulse signal, and an output connected to an input terminal of the first buffer; a control apparatus, controlling the time delay produced by the adjustment circuit to be reduced by at least one step from a preset time delay during each adjustment until an output of a Pth flip-flop flips; a measuring device measuring the pulse signal's width according to an output of each flip-flop, the time delay of each first buffer and the time delay of the adjustment circuit.

    METHOD, APPARATUS, DEVICE FOR CREATING A PLUG-IN AND STORAGE MEDIUM

    公开(公告)号:US20240411526A1

    公开(公告)日:2024-12-12

    申请号:US18812878

    申请日:2024-08-22

    Abstract: According to an embodiment of the disclosure, methods, apparatuses, devices, and storage medium for creating plug-ins are provided. The method includes: providing a plug-in creation portal in a first page associated with an interaction window between a digital assistant and a first user; providing a second page for creating a target plug-in based on a selection of the plug-in creation portal; obtaining inputted plug-in creation information about the target plug-in via the second page; and in response to receiving an operation of releasing the target plug-in, releasing the target plug-in based on the plug-in creation information, the released target plug-in being selectable for an interaction between a user and the digital assistant. In this way, the user can conveniently and quickly complete the creation of the plug-in, thereby helping the user to efficiently complete diversified operations by means of the plug-in during the interaction with the digital assistant.

    METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR INFORMATION DISPLAY

    公开(公告)号:US20240411495A1

    公开(公告)日:2024-12-12

    申请号:US18812810

    申请日:2024-08-22

    Applicant: Lemon Inc.

    Abstract: According to embodiments of the present disclosure, a method, apparatus, device and storage medium for information display are provided. The method comprises in response to a target multimedia content to be presented to a first user, determining whether the first user has a permission to view a clear version of the target multimedia content. If it is determined that the first user has no permission to view the clear version of the target multimedia content, displaying a blurred version of the target multimedia content; and displaying an interactive information item associated with the target multimedia content in a clear mode. In this way, the interactive information items associated with the multimedia content can be displayed while the blurred version of the multimedia content is displayed, so as to provide more rich and interesting information display.

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