IDiyas

For the Inventor, By the Inventor

Tel Aviv, Israel

Oren Barkan

USPTO Granted Patents = 24 

Average Co-Inventor Count = 4.5

ph-index = 3

Forward Citations = 21(Granted Patents)


Location History:

  • Rishon Lezion, IL (2019 - 2022)
  • Herzelia, IL (2022)
  • Bishon Lezion, IL (2023)
  • Tel Aviv, IL (2020 - 2024)

Company Filing History:

goldMedal23 out of 54,638 
 
Microsoft Technology Licensing, LLC
 patents
silverMedal1 out of 832,680 
Other
 patents

Years Active: 2019-2025

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24 patents (USPTO):
1. 12423381 - Model with usage data compensation (2025-09-23),
2. 12327085 - Sentence similarity scoring using neural network distillation (2025-06-10),
3. 12223274 - Representation learning with side information (2025-02-11),
4. 12153651 - Deep gradient activation map model refinement (2024-11-26),
5. 12124505 - Song similarity determination (2024-10-22),
6. 12112517 - Diagnostic tool for deep learning similarity models (2024-10-08),
7. 12093332 - Anchor-based collaborative filtering (2024-09-17),
8. 12093305 - Machine learning multiple features of depicted item (2024-09-17),
9. 11875590 - Self-supervised document-to-document similarity system (2024-01-16),
10. 11868723 - Interpreting text-based similarity (2024-01-09),
11. 11836175 - Systems and methods for semantic search via focused summarizations (2023-12-05),
12. 11769315 - Diagnostic tool for deep learning similarity models (2023-09-26),
13. 11720622 - Machine learning multiple features of depicted item (2023-08-08),
14. 11636663 - Localizing relevant objects in multi-object images (2023-04-25),
15. 11580764 - Self-supervised document-to-document similarity system (2023-02-14),

Title: The Innovative Mind of Oren Barkan

Introduction

Oren Barkan, an esteemed inventor based in Tel Aviv, Israel, has made significant contributions to the field of technology with an impressive portfolio of 22 patents. His innovative approaches reflect a profound understanding of complex systems and a commitment to advancing technological solutions.

Latest Patents

Among his latest patents, "Representation learning with side information" stands out. This invention introduces a relational similarity determination engine that processes datasets comprising entities and their co-occurrence data. By integrating side information that defines explicit relations among entities, this engine computes similarity metrics and identifies similar replacement entities, enhancing relational data analysis.

Another notable patent is "Deep gradient activation map model refinement." This method employs a convolutional neural network to generate saliency maps that visually represent the significance of input data components in the context of prediction scores. This innovation marks a substantial advancement in interpreting neural network outputs, making it easier to understand model behavior and improve AI applications.

Career Highlights

Oren Barkan has worked with prestigious companies, including Microsoft Technology Licensing, LLC, where he further honed his skills and expertise in innovative technologies. His experience at such prominent firms highlights his capability and influence in the tech landscape.

Collaborations

Throughout his career, Oren has collaborated with notable professionals such as Noam Koenigstein and Nir Nice. These partnerships reflect the importance of teamwork and shared vision in pushing the boundaries of innovation within the tech industry.

Conclusion

Oren Barkan is a distinguished inventor whose contributions significantly impact the technology sector. With a rich portfolio of patents and a collaborative spirit, he continues to pave the way for future innovations. His work inspires a new generation of inventors striving to create meaningful advancements in science and technology.

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