Company Filing History:
Years Active: 2022-2024
Title: Gaurav Kukal: Innovator in Information Retrieval and Image Processing
Introduction
Gaurav Kukal is a prominent inventor based in Fremont, CA, known for his contributions to the fields of information retrieval and image processing. With a total of 4 patents to his name, Kukal has made significant strides in developing innovative systems and methods that enhance the way we interact with media and images.
Latest Patents
Kukal's latest patents include groundbreaking work in two key areas. The first patent, titled "Retrieval Aware Embedding," describes systems and methods for information retrieval. This invention generates a dense embedding for various media objects, creating a sparse embedding through an encoder that adheres to a sparsity constraint during training. This innovative approach allows for efficient searching of media objects based on the sparse embedding.
The second patent, "Systems and Methods for Dynamic Image Category Determination," focuses on dynamically determining categories for images. This computer-implemented method involves training a neural network to analyze input images and identify associated categories. By obtaining a set of images linked to a user, the trained neural network determines dominant image categories, ultimately leading to the development of a tailored image editing user interface.
Career Highlights
Gaurav Kukal is currently employed at Adobe, Inc., where he continues to push the boundaries of technology in his field. His work at Adobe has allowed him to collaborate with other talented professionals and contribute to the company's innovative projects.
Collaborations
Kukal has worked alongside notable colleagues such as Jayant Kumar and Amine Ben Khalifa. Their combined expertise fosters a collaborative environment that drives innovation and enhances the quality of their projects.
Conclusion
Gaurav Kukal's contributions to information retrieval and image processing exemplify the spirit of innovation. His patents reflect a commitment to advancing technology and improving user experiences in media interaction.