IDiyas

For the Inventor, By the Inventor

Haifa, Israel

Vadim Ratner

USPTO Granted Patents = 17 

Average Co-Inventor Count = 2.3

ph-index = 1

Forward Citations = 1(Granted Patents)


Company Filing History:

goldMedal17 out of 164,108 
 
International Business Machines Corporation
 patents

Years Active: 2020-2025

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17 patents (USPTO):
1. 12266098 - Improving model performance by artificial blending of healthy tissue (2025-04-01),
2. 12205001 - Random classification model head for improved generalization (2025-01-21),
3. 11983920 - Unified framework for multigrid neural network architecture (2024-05-14),
4. 11967068 - Pre-NMS filtering using a heat map (2024-04-23),
5. 11900667 - Parametric curves based detector network (2024-02-13),
6. 11853395 - Augmentation loss function for image classification (2023-12-26),
7. 11636592 - Medical object detection and identification via machine learning (2023-04-25),
8. 11620748 - Systems and methods for generating a 2D image from a 3D medical image (2023-04-04),
9. 11568183 - Generating saliency masks for inputs of models using saliency metric (2023-01-31),
10. 11527327 - Systems and methods for detecting likelihood of malignancy for a patient using a pair of medical images (2022-12-13),
11. 11507840 - Region constrained regularized adversarial examples for model interpretability (2022-11-22),
12. 11315342 - Automated explanation of machine learning predictions using classification score targeting (2022-04-26),
13. 11210848 - Machine learning model for analysis of 2D images depicting a 3D object (2021-12-28),
14. 11195275 - Methods to induce non-rigid mesh transformation in-variance to CNN based medical imaging classifiers (2021-12-07),
15. 11003962 - Multi-task image classifier for classifying inherently ordered values (2021-05-11),

Title: The Innovative Work of Inventor Vadim Ratner

Introduction: Vadim Ratner is a prolific inventor based in Haifa, Israel, with 15 patented inventions to his name. His groundbreaking work in the field of computer vision and machine learning has paved the way for advancements in object detection and classification.

Latest Patents: Among Ratner's latest patents is the "Unified framework for multigrid neural network architecture," which revolutionizes the field of computer vision by utilizing a multi-scale neural network structure for image classification, segmentation, and object detection. Additionally, his invention of "Pre-NMS filtering using a heat map" introduces novel techniques for improving object detection in medical imaging, particularly Digital Breast Tomography.

Career Highlights: Vadim Ratner is currently employed at International Business Machines Corporation (IBM), where he continues to drive innovation in the realm of artificial intelligence and machine learning. His expertise in developing advanced neural network architectures has positioned him as a pioneer in the field of computer vision.

Collaborations: Ratner collaborates closely with esteemed colleagues such as Yoel Shoshan and Alon Hazan, who share his passion for pushing the boundaries of technology and unlocking new possibilities in the realm of machine learning. Together, they work tirelessly to bring cutting-edge solutions to complex problems in the field of computer vision.

Conclusion: It is clear that Vadim Ratner's contributions to the field of artificial intelligence and computer vision have been nothing short of revolutionary. His patented inventions serve as a testament to his innovative spirit and unwavering dedication to pushing the boundaries of what is possible in the world of technology.

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