Company Filing History:
Years Active: 2020-2025
Title: Karan Sikka: Innovator in Visual Language Models
Introduction
Karan Sikka is a prominent inventor based in Lawrenceville, NJ (US), known for his contributions to the field of artificial intelligence and machine learning. With a total of nine patents to his name, Sikka has made significant strides in developing advanced technologies that enhance the interaction between visual and textual data.
Latest Patents
Among his latest patents, Sikka has developed methods for instruction-guided visual embeddings and feedback-based learning in large vision-language models. This innovative approach involves fine-tuning a Large Visual Language Model (LVLM) by processing visual queries that include images and related textual queries. The LVLM extracts visual embeddings and generates responses based on these embeddings. Additionally, a second Large Language Model (LLM) evaluates the generated responses to ensure they meet predefined criteria, providing feedback that is used to further fine-tune the LVLM.
Another notable patent focuses on user-targeted content generation using multimodal embeddings. This method creates an embedding space for multimodal content by generating vector representations for different modalities and user preferences. The system aims to determine user-content associations to provide personalized content, enhancing user experience through tailored interactions.
Career Highlights
Karan Sikka is currently employed at SRI International, where he continues to push the boundaries of technology in the realm of artificial intelligence. His work has garnered attention for its innovative applications and potential impact on various industries.
Collaborations
Sikka collaborates with talented individuals such as Ajay Divakaran and Ankan Bansal, contributing to a dynamic team focused on advancing research and development in their field.
Conclusion
Karan Sikka's contributions to visual language models and multimodal content generation highlight his role as a leading inventor in the technology sector. His innovative patents and collaborative efforts continue to shape the future of artificial intelligence.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.