This inventor holds 1 USPTO granted patent. Top assignee: Adobe, Inc.. Active years: 2024.
Company Filing History:
Years Active: 2024
Title: Innovations of Maksym Andriushchenko
Introduction
Maksym Andriushchenko is a notable inventor based in Lausanne, Switzerland. He has made significant contributions to the field of digital image processing and machine learning. His work focuses on developing advanced systems that enhance the identification and provenance of digital images.
Latest Patents
Maksym holds a patent for "Adversarially robust visual fingerprinting and image provenance models." This patent describes systems, methods, and non-transitory computer-readable media that utilize a deep visual fingerprinting model. The model employs parameters learned from robust contrastive learning to identify matching digital images and their provenance information. The disclosed systems utilize an efficient learning procedure that leverages training on bounded adversarial examples to accurately identify digital images, including adversarial images, with minimal computational overhead. The systems also utilize objective functions that iteratively identify augmentations to increase contrastive loss and learn parameters to reduce it. With these advancements, the systems can generate visual fingerprints for digital images, retrieve and match them, and provide provenance information.
Career Highlights
Maksym Andriushchenko is currently employed at Adobe Inc., where he continues to innovate in the realm of digital imaging technologies. His work at Adobe has allowed him to collaborate with leading experts in the field, further enhancing the impact of his inventions.
Collaborations
Maksym has worked alongside notable colleagues such as John Philip Collomosse and Xiaoyang Li. Their combined expertise has contributed to the development of cutting-edge technologies in image processing.
Conclusion
Maksym Andriushchenko is a pioneering inventor whose work in adversarially robust visual fingerprinting has the potential to transform digital image identification and provenance. His contributions at Adobe Inc. and his collaborations with esteemed colleagues underscore his significant role in advancing technology in this field.