IDiyas

For the Inventor, By the Inventor

Sunnyvale, CA, United States of America

Mohammad Norouzi

USPTO Granted Patents = 16 


Average Co-Inventor Count = 4.8

ph-index = 4

Forward Citations = 71(Granted Patents)


Location History:

  • Sunnyvale, CA (US) (2018 - 2023)
  • Toronto, CA (2020 - 2023)
  • Richmond Hill, CA (2020 - 2023)

Company Filing History:

goldMedal16 out of 32,429 
 
Google Inc.
 patents

Years Active: 2018-2023

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16 patents (USPTO):
1. 11847571 - Systems and methods for contrastive learning of visual representations (2023-12-19),
2. 11803747 - Device placement optimization with reinforcement learning (2023-10-31),
3. 11797839 - Training neural networks using priority queues (2023-10-24),
4. 11769228 - Image enhancement via iterative refinement based on machine learning models (2023-09-26),
5. 11756166 - Image enhancement via iterative refinement based on machine learning models (2023-09-12),
6. 11699074 - Training sequence generation neural networks using quality scores (2023-07-11),
7. 11429844 - Training policy neural networks using path consistency learning (2022-08-30),
8. 11386302 - Systems and methods for contrastive learning of visual representations (2022-07-12),
9. 11354778 - Systems and methods for contrastive learning of visual representations (2022-06-07),
10. 11113480 - Neural machine translation systems (2021-09-07),
11. 11087504 - Transforming grayscale images into color images using deep neural networks (2021-08-10),
12. 10769191 - Classifying data objects (2020-09-08),
13. 10733502 - Training policy neural networks using path consistency learning (2020-08-04),
14. 10692003 - Device placement optimization with reinforcement learning (2020-06-23),
15. 10540585 - Training sequence generation neural networks using quality scores (2020-01-21),

Title: The Innovative Mind of Mohammad Norouzi

Introduction

Mohammad Norouzi, a prominent inventor based in Sunnyvale, California, has made significant contributions to the field of machine learning and visual representation. With an impressive portfolio that boasts 16 patents, Norouzi continues to push the boundaries of innovation in technology.

Latest Patents

Norouzi's recent patents highlight his expertise and forward-thinking approach. One of his notable inventions is titled "Systems and Methods for Contrastive Learning of Visual Representations." This patent describes innovative systems and methods that enhance semi-supervised contrastive learning, utilizing specific data augmentation techniques and a learnable nonlinear transformation to improve the quality of visual representations. The method includes fine-tuning an image classification model using a combination of unlabeled and labeled training data, ultimately creating a distilled version of the model that is more efficient.

Another significant patent from Norouzi focuses on "Device Placement Optimization with Reinforcement Learning." This invention presents a method for determining optimal placements for machine learning model operations across multiple hardware devices. By processing operation embeddings through a recurrent neural network, this method intelligently schedules the operations required for distributed machine learning, ensuring efficient resource use across various devices.

Career Highlights

Currently, Mohammad Norouzi works at Google Inc., where he applies his innovative ideas and technical expertise to advance machine learning technologies. His career at such a renowned company highlights his significant role in the tech industry and his commitment to pioneering advancements in the field.

Collaborations

Throughout his career, Norouzi has collaborated with esteemed colleagues, including William Chan and Quoc V Le, further enriching his contributions to research and innovation. These collaborations reflect his ability to work with other talented professionals in the tech industry, driving forward groundbreaking ideas and solutions.

Conclusion

Mohammad Norouzi stands out as a leading inventor whose work is shaping the future of machine learning and artificial intelligence. With a collection of patents that showcase his innovative thinking, Norouzi exemplifies the impact that dedicated inventors can have in the tech world. As he continues to create and collaborate, the inventions of Mohammad Norouzi will undoubtedly play a critical role in the advancement of technology.

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