Patents by Inventor Mingchen Zhuge

Mingchen Zhuge 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).

  • Domain specific pre-training of cross modality transformer model
    Patent number: 11687835
    Abstract: A transformer based vision-linguistic (VL) model and training technique uses a number of different image patches covering the same portion of an image, along with a text description of the image to train the model. The model and pre-training techniques may be used in domain specific training of the model. The model can be used for fine-grained image-text tasks in the fashion domain.
    Type: Grant
    Filed: February 26, 2021
    Date of Patent: June 27, 2023
    Assignee: Inception Institute of Artificial Intelligence Ltd
    Inventors: Deng-Ping Fan, Mingchen Zhuge, Ling Shao
  • DOMAIN SPECIFIC PRE-TRAINING OF CROSS MODALITY TRANSFORMER MODEL
    Publication number: 20220277218
    Abstract: A transformer based vision-linguistic (VL) model and training technique uses a number of different image patches covering the same portion of an image, along with a text description of the image to train the model. The model and pre-training techniques may be used in domain specific training of the model. The model can be used for fine-grained image-text tasks in the fashion domain.
    Type: Application
    Filed: February 26, 2021
    Publication date: September 1, 2022
    Inventors: Deng-Ping Fan, Mingchen Zhuge, Ling Shao