This inventor holds 1 USPTO granted patent and 2 published patent applications. Top assignee: Mohamed Bin Zayed University of Artificial Intelligence. Active years: 2024.
Company Filing History:
Years Active: 2024
Title: Amandeep Kumar: Innovator in Image Generation Technology
Introduction
Amandeep Kumar is a prominent inventor based in Abu Dhabi, AE. He has made significant contributions to the field of artificial intelligence, particularly in image generation technology. His innovative work has led to the development of a unique patent that enhances the capabilities of few-shot image generation.
Latest Patents
Amandeep Kumar holds a patent for a "System and method of cross-modulated dense local fusion for few-shot image generation." This invention includes an apparatus, a computer-readable storage medium, and a method for generating a diverse set of images from few-shot images. The system incorporates a parameter input that receives values for control parameters, which dictate the extent to which each reference image influences the newly generated image. The apparatus features a deep learning network designed for image generation, which consists of an encoder, a transformer-based fusion block, and a decoder. The transformer-based fusion block utilizes a mapping network to compute meta-weights from features extracted from reference images and control parameters, along with a cross-attention block to generate modulation weights based on these meta-weights. The output of this system displays high-quality and diverse images generated according to the specified control parameters.
Career Highlights
Amandeep Kumar is affiliated with the Mohamed Bin Zayed University of Artificial Intelligence, where he continues to push the boundaries of research in artificial intelligence and image processing. His work is characterized by a strong focus on practical applications of deep learning technologies.
Collaborations
Amandeep collaborates with talented individuals in his field, including Ankan Kumar Bhunia and Hisham Cholakkal. Their combined expertise contributes to the advancement of innovative solutions in artificial intelligence.
Conclusion
Amandeep Kumar's contributions to the field of image generation through his patented technology exemplify the potential of artificial intelligence in creating diverse and high-quality images. His work at the Mohamed Bin Zayed University of Artificial Intelligence positions him as a key player in the ongoing evolution of this exciting field.