Patents by Inventor Pengchong Jin

Pengchong Jin 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: 20220405579
    Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for selecting a neural network to perform a particular machine learning task while satisfying a set of constraints.
    Type: Application
    Filed: March 3, 2021
    Publication date: December 22, 2022
    Inventors: Jiahui Yu, Pengchong Jin, Hanxiao Liu, Gabriel Mintzer Bender, Pieter-Jan Kindermans, Mingxing Tan, Xiaodan Song, Ruoming Pang, Quoc V. Le
  • Publication number: 20220108204
    Abstract: A computer-implemented method of generating scale-permuted models can generate models having improved accuracy and reduced evaluation computational requirements. The method can include defining, by a computing system including one or more computing devices, a search space including a plurality of candidate permutations of a plurality of candidate feature blocks, each of the plurality of candidate feature blocks having a respective scale. The method can include performing, by the computing system, a plurality of search iterations by a search algorithm to select a scale-permuted model from the search space, the scale-permuted model based at least in part on a candidate permutation of the plurality of candidate permutations.
    Type: Application
    Filed: October 1, 2020
    Publication date: April 7, 2022
    Inventors: Xianzhi Du, Yin Cui, Tsung-Yi Lin, Quoc V. Le, Pengchong Jin, Mingxing Tan, Golnaz Ghiasi, Xiaodan Song