Company Filing History:
Years Active: 2020-2024
Title: The Innovative Mind of Leonid Pishchulin
Introduction
Leonid Pishchulin is a prominent inventor based in Seattle, WA, known for his contributions to the field of technology and artificial intelligence. With a total of six patents to his name, Pishchulin has made significant strides in optimizing neural networks and enhancing image processing techniques.
Latest Patents
One of his latest patents is titled "Slimmable neural network architecture search optimization." This invention discloses systems and methods to perform neural architecture search (NAS) that automatically optimizes the number of channels allocated to each layer of a deep neural network. Some implementations include a pairwise slimming that features a global optimization step. Additionally, a bias toward a region of interest may be applied to channel path selection during training.
Another notable patent is "Generating tracklets from digital imagery." This invention allows for the detection and tracking of actors within a scene using multiple imaging devices aligned with overlapping fields of view. Processors operating on these imaging devices evaluate the images using classifiers to recognize body parts and associate them with a common actor. Each imaging device generates records of the positions of the body parts, which are then provided to a central server. This server correlates the body parts appearing in images captured by multiple devices and generates a three-dimensional model of the actor based on the positions of the body parts. The motion of the body parts is tracked in subsequent images, allowing for updates to the model based on the motion.
Career Highlights
Leonid Pishchulin is currently employed at Amazon Technologies, Inc., where he continues to innovate and develop cutting-edge technologies. His work has significantly impacted the fields of artificial intelligence and computer vision.
Collaborations
Throughout his career, Pishchulin has collaborated with notable colleagues, including Jean Laurent Guigues and Gerard Guy Medioni. These collaborations have further enriched his research and development efforts.
Conclusion
Leonid Pishchulin is a remarkable inventor whose work in neural networks and image processing has paved the way for advancements in technology. His contributions continue to influence the industry and inspire future innovations.