Company Filing History:
Years Active: 2021-2025
Title: Giedrius T Burachas: Innovator in Artificial Intelligence
Introduction
Giedrius T Burachas is a prominent inventor based in Princeton, NJ (US). He has made significant contributions to the field of artificial intelligence, holding a total of 3 patents. His work focuses on enhancing AI systems through innovative methodologies.
Latest Patents
One of Giedrius's latest patents is titled "Modular adaptation for cross-domain few-shot learning." This invention describes a method, apparatus, and system for adapting a pre-trained network for application to different datasets. It involves arranging at least two different types of active adaptation modules in a pipeline configuration. The output of one module serves as the input for the next, allowing for dynamic adjustments based on hyperparameters.
Another notable patent is "Error-based explanations for artificial intelligence behavior." This invention outlines a computing system that includes a memory for storing an AI model and an image. The computation engine executes the AI model to analyze the image and output results. It assigns error scores to image features, creating an error map that visually indicates the performance of the AI model.
Career Highlights
Giedrius is currently employed at SRI International, where he continues to push the boundaries of AI research and development. His work has garnered attention for its practical applications and innovative approaches to complex problems in the field.
Collaborations
Giedrius collaborates with talented individuals such as Yi Yao and Arijit Ray. Their combined expertise contributes to the advancement of AI technologies and fosters a collaborative environment for innovation.
Conclusion
Giedrius T Burachas is a key figure in the realm of artificial intelligence, with a focus on modular adaptation and error-based explanations. His contributions through patents and collaborations highlight his commitment to advancing technology in meaningful ways.