William L Marino

Title: The Innovative Contributions of William L. Marino

Introduction

William L. Marino is a prominent inventor based in New York, NY, known for his significant contributions to the field of machine learning and image processing. With a total of nine patents to his name, Marino has made strides in developing systems that enhance privacy and improve image classification techniques. His work reflects a deep understanding of technology and its applications in real-world scenarios.

Latest Patents

Marino's latest patents include a "Platform for unsupervised machine learning training on unseeable user-generated assets." This patent describes systems and methods for a privacy-sensitive computing system. One or more embodiments provide a protected computing environment, a code authorization unit, and a data aggregation unit. For instance, some embodiments of the privacy-sensitive computing system may train unsupervised or self-supervised machine learning models on user-generated assets, ensuring that those assets are not viewed directly by human eyes.

Another notable patent is the "Exposure defects classification of images using a neural network." This invention provides systems, methods, and computer storage media for detecting and classifying exposure defects in images using neural networks trained with a limited amount of labeled training images. An image may be processed through a first neural network to determine if it includes an exposure defect. If a defective image is detected, it may be analyzed by a second neural network to classify the type of exposure defect. The classification can include various levels of underexposure and overexposure, which can then be presented to the user along with the defect classification.

Career Highlights

Throughout his career, William L. Marino has worked with notable companies such as Adobe, Inc. His experience in these organizations has allowed him to refine his skills and contribute to innovative projects that push the boundaries of technology.

Collaborations

Marino has collaborated with talented individuals in the field, including Nicolas Huynh Thien and Nico Becherer. These collaborations have fostered an environment of creativity and innovation, leading to the development of groundbreaking technologies.

Conclusion

William L. Marino's contributions to the fields of machine learning and image processing are noteworthy. His patents reflect a commitment to advancing technology while considering privacy and user experience. As an inventor, Marino continues to inspire future innovations in the tech industry.