Patents by Inventor Tomasz J. Palczewski

Tomasz J. Palczewski has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20250232498
    Abstract: A method includes obtaining image frames that comprise a video, each of the image frames having a first aspect ratio, and selecting at least one of the image frames as a condition frame. The method further includes generating, from each condition frame based on an image outpainting model, an outpainted condition frame that has a second aspect ratio different from the first aspect ratio. The method further includes generating, from at least one of remaining image frames based on a video outpainting model and the outpainted condition frames, an outpainted target frame that has the second aspect ratio, each outpainted target frame having spatial consistency with the image frame from which it was generated and temporal consistency with neighboring outpainted frames in the video.
    Type: Application
    Filed: July 19, 2024
    Publication date: July 17, 2025
    Inventors: Hong-Hoe Kim, Yingnan Zhu, Tomasz J. Palczewski
  • Publication number: 20250225627
    Abstract: A method includes adding an outpaint mask to an image to generate a masked image. The method also includes processing the image using an encoder neural network to generate an image representation of the image in a latent space. The method further includes processing the masked image using a convolution neural network and adding the image representation to generate an image embedding. The method also includes processing the image representation and the image embedding using at least one of a diffusion model and an interpolation process to generate a noisy latent image representation. The method further includes using a large language model to contextualize an outpainting prompt. The method also includes denoising the noisy latent image representation based on the contextualized outpainting prompt to generate a denoised latent image representation. In addition, the method includes processing the denoised latent image representation using a decoder neural network to generate an outpainted image.
    Type: Application
    Filed: January 10, 2024
    Publication date: July 10, 2025
    Inventors: Anirudh Rao, Tomasz J. Palczewski, Yingnan Zhu, Hong-Hoe Kim, Chaitanya Praveen Pratury
  • Patent number: 12067595
    Abstract: A method includes providing a Fibonacci confidence interval level on user program viewership data to distinguish user interest level in different linear entertainment programs. The method also includes creating a behavior shift feature space for acquiring information about user behavior over time based on a behavior sequence, a first derivative on the behavior sequence, and a second derivative on the behavior sequence. The method further includes utilizing, based on a trained machine learning model, a transformer structure and attention to map user data from the behavior shift feature space into a prediction of the Fibonacci confidence interval level.
    Type: Grant
    Filed: November 21, 2022
    Date of Patent: August 20, 2024
    Assignee: Samsung Electronics Co., Ltd.
    Inventors: Xiangyuan Zhao, Yingnan Zhu, Hong-Hoe Kim, Tomasz J. Palczewski, Anirudh Rao, Hari Babu Nayar, Chaitanya Praveen Pratury
  • Publication number: 20240169396
    Abstract: A method includes providing a Fibonacci confidence interval level on user program viewership data to distinguish user interest level in different linear entertainment programs. The method also includes creating a behavior shift feature space for acquiring information about user behavior over time based on a behavior sequence, a first derivative on the behavior sequence, and a second derivative on the behavior sequence. The method further includes utilizing, based on a trained machine learning model, a transformer structure and attention to map user data from the behavior shift feature space into a prediction of the Fibonacci confidence interval level.
    Type: Application
    Filed: November 21, 2022
    Publication date: May 23, 2024
    Inventors: Xiangyuan Zhao, Yingnan Zhu, Hong-Hoe Kim, Tomasz J. Palczewski, Anirudh Rao, Hari Babu Nayar, Chaitanya Praveen Pratury
  • Publication number: 20240139629
    Abstract: A method includes obtaining, based on a sequential graph-based model, gaming exposure information over time, where the gaming exposure information includes device-level preferences and household-level preferences. The method also includes combining one or more raw user behavior sessions into a gameplay session based on the obtained gaming exposure information. The method further includes providing a scoring metric to (i) check an extent of multi-matching in the obtained gaming exposure information and (ii) remove untrustworthy gaming exposures from the obtained gaming exposure information. In addition, the method includes generating, based on a feature engineering pipeline, one or more game segments running in a production environment, where the one or more game segments are identified for ancillary content based on inferences by a machine learning model trained using the gaming exposure information.
    Type: Application
    Filed: November 29, 2022
    Publication date: May 2, 2024
    Inventors: Anirudh Rao, Tomasz J. Palczewski, Yingnan Zhu, Hong-Hoe Kim, Xiangyuan Zhao, Hari Babu Nayar, Chaitanya Praveen Pratury
  • Patent number: 11676180
    Abstract: A method includes obtaining (i) device data associated with multiple electronic devices and (ii) advertisement data associated with one or more advertisement campaigns. The method also includes identifying first features and second features, where the first features correspond to the device data and the second features correspond to the advertisement data. The method further includes generating a graph relating usage history of the multiple electronic devices and one or more advertisement genres. The method also includes identifying a specified electronic device from among the multiple electronic devices and an advertisement segment from among the one or more advertisement campaigns using the first features, the second features, and the graph. In addition, the method includes providing the advertisement segment to the specified electronic device.
    Type: Grant
    Filed: September 30, 2022
    Date of Patent: June 13, 2023
    Assignee: Samsung Electronics Co., Ltd.
    Inventors: Hong-Hoe Kim, Tomasz J. Palczewski, Yingnan Zhu, Xiangyuan Zhao, Hari Babu Nayar, Chaitanya Praveen Pratury