Patents by Inventor Rafid MAHMOOD

Rafid MAHMOOD 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).

  • USING NEURAL NETWORKS TO GENERATE BOUNDING BOXES
    Publication number: 20250086922
    Abstract: Apparatuses, system, and techniques use one or more neural networks to generate a modified bounding box based, at least in part, on one or more second bounding boxes.
    Type: Application
    Filed: September 7, 2023
    Publication date: March 13, 2025
    Inventors: David Jesus Acuna Marrero, Rafid Mahmood, James Robert Lucas, Yuan-Hong Liao, Sanja Fidler
  • UPDATING SYNTHETIC IMAGE LABELS USING NEURAL NETWORKS TO IMPROVE PERFORMANCE ON REAL-WORLD APPLICATIONS
    Publication number: 20250054288
    Abstract: Various examples relate to translating image labels from one domain (e.g., a synthetic domain) to another domain (e.g., a real-world domain) to improve model performance on real-world datasets and applications. Systems and methods are disclosed that provide an unsupervised label translator that may employ a generative adversarial network (GAN)-based approach. In contrast to conventional systems, the disclosed approach can employ a data-centric perspective that addresses systematic mismatches between datasets from different sources.
    Type: Application
    Filed: August 7, 2023
    Publication date: February 13, 2025
    Applicant: NVIDIA Corporation
    Inventors: Yuan-Hong LIAO, David Jesus ACUNA MARRERO, James LUCAS, Rafid MAHMOOD, Sanja FIDLER, Viraj Uday PRABHU