Patents by Inventor Hanlin Goh

Hanlin Goh 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: 20210286429
    Abstract: Techniques are disclosed for defining a training data set to include biosignals and categorical labels representative of a context. For example, a categorical label may indicate whether a user was performing a difficult or easy mental task while the biosignal was being recorded. A set of first layers in a neural network can be trained using a portion of the training data set associated with a first set of users and at least one second layer can be trained using a portion of the training data set associated with a particular other user. The neural network can then be used to process other biosignals from the particular other user to generate predicted categorical context labels.
    Type: Application
    Filed: February 12, 2021
    Publication date: September 16, 2021
    Applicant: Apple Inc.
    Inventors: Erdrin Azemi, Joseph Yitan Cheng, Hanlin Goh
  • Publication number: 20210090302
    Abstract: A method includes defining a geometric capsule that is interpretable by a capsule neural network, wherein the geometric capsule includes a feature representation and a pose. The method also includes determining multiple viewpoints relative to the geometric capsule and determining a first appearance representation of the geometric capsule for each of the multiple viewpoints. The method also includes determining a transform for each of the multiple viewpoints that moves each of the multiple viewpoints to a respective transformed viewpoint and determining second appearance representations that each correspond to one of the transformed viewpoints. The method also includes combining the second appearance representations to define an agreed appearance representation. The method also includes updating the feature representation for the geometric capsule based on the agreed appearance representation.
    Type: Application
    Filed: March 31, 2020
    Publication date: March 25, 2021
    Inventors: Nitish Srivastava, Ruslan Salakhutdinov, Hanlin Goh
  • Publication number: 20180157972
    Abstract: A system includes a neural network organized into layers corresponding to stages of inferences. The neural network includes a common portion, a first portion, and a second portion. The first portion includes a first set of layers dedicated to performing a first inference task on an input data. The second portion includes a second set of layers dedicated to performing a second inference task on the same input data. The common portion includes a third set of layers, which may include an input layer to the neural network, that are used in the performance of both the first and second inference tasks. The system may receive an input data and perform both inference tasks on the input data in a single pass. During training, a training sample with annotations for both inference tasks may be used to train the neural network in a single pass.
    Type: Application
    Filed: November 30, 2017
    Publication date: June 7, 2018
    Applicant: Apple Inc.
    Inventors: Rui Hu, Kshitiz Garg, Hanlin Goh, Ruslan Salakhutdinov, Nitish Srivastava, YiChuan Tang
  • Publication number: 20110282897
    Abstract: A method and system for maintaining a database of reference images, the database including a plurality of sets of images, each set associated with one location or object. The method comprises the steps of identifying local features of each set of images; determining distances between each local feature of each set and the local features of all other sets; identifying discriminative features of each set of images by removing local features based on the determined distances; and storing the discriminative features of each set of images.
    Type: Application
    Filed: June 5, 2009
    Publication date: November 17, 2011
    Applicant: Agency for Science, Technology and Research
    Inventors: Yiqun Li, Joo Hwee Lim, Hanlin Goh