Maksim Gusarov

Title: Innovations of Maksim Gusarov

Introduction

Maksim Gusarov is a prominent inventor based in Marina Del Rey, California. He has made significant contributions to the field of technology, particularly in machine learning and visual augmentations. With a total of 13 patents to his name, Gusarov continues to push the boundaries of innovation.

Latest Patents

One of Gusarov's latest patents is titled "Embeddings Representing Visual Augmentations." This invention involves accessing an input video item that includes a target visual augmentation. A machine learning model is utilized to generate an embedding, which comprises a vector representation of the visual effect of the target augmentation. The model is trained in an unsupervised phase to minimize loss between training video representations generated from various training sets. Each set includes different training video items with predefined visual augmentations. Based on the generated embedding, the target visual augmentation is mapped to an augmentation identifier.

Another notable patent is "Generative Neural Network Distillation." This invention describes a process where a compact generative neural network can be distilled from a teacher generative neural network using a training network. The compact network is trained on the input and output data of the teacher network. The training network employs a discrimination layer and various types of losses, such as perception loss and adversarial loss, to train the student network effectively.

Career Highlights

Maksim Gusarov is currently employed at Snap Inc., where he applies his expertise in machine learning and visual technologies. His work at Snap Inc. has allowed him to contribute to innovative projects that enhance user experiences through advanced visual effects.

Collaborations

Gusarov has collaborated with notable coworkers, including Igor Kudriashov and Sergei Kotcur. These collaborations have fostered a creative environment that encourages the development of groundbreaking technologies.

Conclusion

Maksim Gusarov's contributions to the field of technology through his patents and work at Snap Inc. highlight his role as a leading inventor. His innovative approaches to machine learning and visual augmentations continue to shape the future of technology.