Marcus Anthony Brubaker

This inventor holds 15 USPTO granted patents and 8 published patent applications, plus 1 CIPO patent and 1 EPO patent, primarily in Machine Learning. Top assignees: Royal Bank of Canada, Samsung Electronics Co., Ltd., University of Toronto. Active years: 2017-2026.

IDiyas Innovation Intelligence. (2026). Inventor Profile: Marcus Anthony Brubaker. Retrieved from https://idiyas.com/inventor/marcus-anthony-brubaker

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Calculating rank

USPTO Granted Patents = 15 (Patent Applications = 8)

% Patents Active = 100.0

CIPO Patents = 1 (Patent Applications = 5)

EPO Patents = 1 (Patent Applications = 2)

Average Co-Inventor Count = 3.7

ph-index = 1

Forward Citations = 3(Granted Patents)

Location History:

Toronto, CA (2017 - 2022)
Montreal, CA (2023)

Company Filing History:

Samsung Electronics Co., Ltd.

patents

1 out of 533

University of Toronto

patents

4. 4 out of 834,659

Other

patents

where one patent can have more than one assignee

Years Active: 2017-2026

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Areas of Expertise:

Neural Radiance Fields

Image Processing

Cumulative Distribution Function

Denoising

Stochastic Processes

Adaptive Importance Sampling

Variational Hyper-RNN

3D Structure Estimation

Image Alignment

Noise Modeling

15 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12718070 - System and method for conditional marginal distributions at flexible evaluation horizons (2026-08-25),

2. 12664621 - Multi-view segmentation and perceptual inpainting with neural radiance fields (2026-06-23),

3. 12585957 - System and method for efficient estimation of cumulative distribution function (2026-03-24),

4. 12555196 - Dual-camera joint denoising-deblurring using burst of short and long exposure images (2026-02-17),

5. 12511529 - System and method for generative model for stochastic point processes (2025-12-30),

6. 12439173 - System and method of white balancing a digital image with multiple light sources (2025-10-07),

7. 12394024 - System and method for training of noise model using noisy signal pairs (2025-08-19),

8. 12248865 - Systems and methods for modeling continuous stochastic processes with dynamic normalizing flows (2025-03-11),

9. 12236369 - System and method for machine learning architecture with adaptive importance sampling with normalizing flows (2025-02-25),

10. 11615305 - System and method for machine learning architecture with variational hyper-RNN (2023-03-28),

11. 11515002 - Methods and systems for 3D structure estimation (2022-11-29),

12. 10282513 - Methods and systems for 3D structure estimation (2019-05-07),

13. 10242483 - Methods and systems for image alignment of at least one image to a model (2019-03-26),

14. 9998729 - Method and system for three dimensional imaging and analysis (2018-06-12),

15. 9830732 - Methods and systems for image alignment of at least one image to a model (2017-11-28),

Title: The Innovations of Marcus Anthony Brubaker

Introduction

Marcus Anthony Brubaker is a notable inventor based in Toronto, Canada. He has made significant contributions to the field of technology, particularly in noise modeling and machine learning. With a total of nine patents to his name, Brubaker's work has advanced the understanding and application of complex systems.

Latest Patents

Brubaker's latest patents include a "System and method for training of noise model using noisy signal pairs." This innovative approach iteratively trains a noise model to simulate the introduction of noise by a capture device. By utilizing a denoiser and a training data set of pairs of noisy signals, the method avoids the complexities of obtaining 'clean' signals. Another significant patent is for "Systems and methods for modeling continuous stochastic processes with dynamic normalizing flows." This invention focuses on a machine learning architecture designed for time series data prediction, enhancing the accuracy and efficiency of predictive modeling.

Career Highlights

Throughout his career, Brubaker has worked with various organizations, including the Royal Bank of Canada. His experience in these roles has allowed him to apply his innovative ideas in practical settings, contributing to advancements in technology and data analysis.

Collaborations

Brubaker has collaborated with notable professionals in his field, including Ali Punjani and David James Fleet. These partnerships have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.

Conclusion

Marcus Anthony Brubaker's contributions to technology through his patents and collaborations highlight his role as a leading inventor. His work continues to influence the fields of noise modeling and machine learning, showcasing the importance of innovation in driving progress.

Profile summary based on public USPTO records.