Larry Davis

Title: The Innovative Mind of Larry Davis

Introduction

Larry Davis is a prominent inventor based in Potomac, MD, known for his contributions to the fields of multi-modal data retrieval and visual recognition. With a total of four patents to his name, Davis has made significant strides in developing systems that enhance the understanding and processing of complex data.

Latest Patents

One of his latest patents is titled "Systems for modeling uncertainty in multi-modal retrieval and methods thereof." This invention focuses on utilizing multi-modal data to represent driving events and corresponding actions. It involves training a neural network using a triplet loss computed for driving events, which helps in determining an embedding of driving event data. The trained neural network can process retrieval requests for input driving events and identify similar driving events or actions within the multi-modal data.

Another notable patent is "Methods and systems for visual recognition using triplet loss." This patent outlines methods and systems that implement a triplet loss function for visual recognition. The process includes receiving an image from a vehicle-associated image source and analyzing it through a convolutional neural network. The network applies both a triplet loss function and a softmax loss function to classify the image into a predetermined class distribution, ultimately instructing the vehicle to perform specific tasks based on the classified image.

Career Highlights

Throughout his career, Larry Davis has worked with esteemed companies such as Honda Motor Co., Ltd. and Siemens Corporate Research, Inc. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking innovations in technology.

Collaborations

Davis has collaborated with notable individuals in his field, including Ser-Nam Lim and Anurag Mittal. These partnerships have fostered an environment of creativity and innovation, leading to the development of advanced technologies.

Conclusion

Larry Davis exemplifies the spirit of innovation through his patents and contributions to technology. His work in multi-modal data retrieval and visual recognition continues to influence the industry and inspire future inventors.