Khoi Pham is an accomplished inventor based in Hyattsville, MD, with a remarkable portfolio of six patents. His work primarily focuses on advancements in digital image processing, utilizing cutting-edge neural network technologies. Pham's innovative contributions have significantly impacted the field, particularly in the areas of attribute extraction and object selection through natural language processing.

Latest Patents

Khoi Pham's latest patents showcase his expertise in developing systems that enhance the capabilities of digital image analysis. One notable patent involves extracting attributes from arbitrary digital images using a multi-attribute contrastive classification neural network. This system employs various neural network components, including an embedding neural network, a localizer neural network, a multi-attention neural network, and a classifier neural network. The technology aims to train the neural network using a multi-attribute, supervised-contrastive loss, generating negative attribute training labels based on positive attribute labels from labeled digital images.

Another significant patent focuses on utilizing natural language processing to automatically select objects in images. This object selection system detects and selects objects based on natural language inputs, allowing for a more intuitive interaction with digital images. The system can identify alternative terms for unrecognized objects and determine relationships between objects within natural language queries, enhancing the user experience in image processing applications.

Career Highlights

Khoi Pham is currently employed at Adobe, Inc., where he continues to push the boundaries of digital image technology. His work at Adobe has allowed him to collaborate with other talented professionals in the field, contributing to the development of innovative solutions that leverage artificial intelligence and machine learning.

Collaborations

Some of Khoi Pham's notable coworkers include Scott David Cohen and Zhe Lin. Their collaborative efforts have fostered an environment of creativity and innovation, leading to groundbreaking advancements in digital image processing.

Conclusion

Khoi Pham's contributions to the field of digital image processing through his patents and work at Adobe, Inc. highlight his role as a leading inventor in this domain. His innovative approaches to attribute extraction and object selection are paving the way for future advancements in technology.

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