Patents by Inventor Sachin Goyal

Sachin Goyal 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: 20250191337
    Abstract: A method discloses receiving a plurality of input images, receiving text prompts, generating a visual matrix utilizing the images and an image encoder, generating a text matrix utilizing a text encoder, multiplying the text matrix and the visual matrix to generate an image-text similarity matrix that assigns a numerical value indicating similarities between each of encoded visual descriptors and each of the encoded images, wherein similarities are indicated by entries of the image-text similarity matrix having numerical values that determine a loss function associated with the image-text similarity matrix, identify a gradient of the loss function with respect to parameters associated with the image encoder and parameters associated with the text encoder, utilizing the gradient, update parameters associated with the image encoder or the text encoder, and outputting final updated parameters associated with either the text encoder or image encoder of the machine learning network.
    Type: Application
    Filed: December 6, 2023
    Publication date: June 12, 2025
    Inventors: Devin T. WILLMOTT, João D. SEMEDO, Jeremy KOLTER, Sachin GOYAL, Anaya KUMAR, Sankalp GARG, Aditi RAGHUNATHAN
  • Patent number: 11995158
    Abstract: Techniques are provided herein for tracking activation events associated with a given serial number and using the data from the activation events to autonomously determine whether the serial number has been leaked. Numerous different characteristic parameters of activation events collected over a given time period for a serial number can be tracked and stored in a database. A plurality of different input variables can be generated based on the characteristic parameter data, which create the inputs that are used by a trained neural network to determine the leakage probability. If the leakage probability is determined to be above a certain threshold, an alert of some kind can be generated to indicate that the serial number has been leaked.
    Type: Grant
    Filed: March 5, 2021
    Date of Patent: May 28, 2024
    Assignee: Adobe Inc.
    Inventors: Sachin Goyal, Harsh Agarwal, Cyril Thomas
  • Publication number: 20240037416
    Abstract: A computer-implemented system and method relate to test-time adaptation of a machine learning system from a source domain to a target domain. Sensor data is obtained from a target domain. The machine learning system generates prediction data based on the sensor data. Pseudo-reference data is generated based on a gradient of a predetermined function evaluated with the prediction data. Loss data is generated based on the pseudo-reference data and the prediction data. One or more parameters of the machine learning system is updated based on the loss data. The machine learning system is configured to perform a task in the target domain after the one or more parameters has been updated.
    Type: Application
    Filed: July 19, 2022
    Publication date: February 1, 2024
    Inventors: Mingjie SUN, Sachin GOYAL, Aditi RAGHUNATHAN, Jeremy KOLTER, Wan-Yi LIN
  • Publication number: 20220284079
    Abstract: Techniques are provided herein for tracking activation events associated with a given serial number and using the data from the activation events to autonomously determine whether the serial number has been leaked. Numerous different characteristic parameters of activation events collected over a given time period for a serial number can be tracked and stored in a database. A plurality of different input variables can be generated based on the characteristic parameter data, which create the inputs that are used by a trained neural network to determine the leakage probability. If the leakage probability is determined to be above a certain threshold, an alert of some kind can be generated to indicate that the serial number has been leaked.
    Type: Application
    Filed: March 5, 2021
    Publication date: September 8, 2022
    Applicant: Adobe, Inc.
    Inventors: Sachin Goyal, Harsh Agarwal, Cyril Thomas
  • Patent number: 11210317
    Abstract: Systems and methods of distributing replicas within a data center are disclosed. A replica distribution scheme for one or more shards is received. The replica distribution scheme indicates a number of replicas of the one or more shards to be distributed within a data center. The data center comprises a plurality of hosts divided into at least a first hierarchical level and a second hierarchical level. A usage score is calculated for a plurality of nodes in the first hierarchical level of the data center and the plurality of nodes is sorted in the first hierarchical level based on the calculated usage score. A set of replicas is distributed to one or more of the plurality of nodes within the first hierarchical level based on the sorting of the plurality of nodes.
    Type: Grant
    Filed: January 16, 2019
    Date of Patent: December 28, 2021
    Assignee: Walmart Apollo, LLC
    Inventor: Sachin Goyal
  • Publication number: 20200226146
    Abstract: Systems and methods of distributing replicas within a data center are disclosed. A replica distribution scheme for one or more shards is received. The replica distribution scheme indicates a number of replicas of the one or more shards to be distributed within a data center. The data center comprises a plurality of hosts divided into at least a first hierarchical level and a second hierarchical level. A usage score is calculated for a plurality of nodes in the first hierarchical level of the data center and the plurality of nodes is sorted in the first hierarchical level based on the calculated usage score. A set of replicas is distributed to one or more of the plurality of nodes within the first hierarchical level based on the sorting of the plurality of nodes.
    Type: Application
    Filed: January 16, 2019
    Publication date: July 16, 2020
    Inventor: Sachin Goyal