Location History:
- Seattle, WA (US) (2021)
- Redond, WA (US) (2022)
Company Filing History:
Years Active: 2021-2022
Title: Innovations by Mandar Dilip Dixit
Introduction
Mandar Dilip Dixit is an accomplished inventor based in Redmond, WA (US). He has made significant contributions to the field of technology, particularly in neural networks and pose synthesis. With a total of 2 patents, his work showcases innovative approaches to complex problems.
Latest Patents
One of Mandar's latest patents is titled "Neural network architecture for attention-based efficient model adaptation." This invention discloses a method that includes accessing an input vector, which comprises a numeric representation of an input to a neural network. The method involves providing this input vector to a neural network with multiple ordered layers, where each layer is coupled with an adaptation module. The adaptation module receives the same input value as the coupled layer, and its output is pointwise multiplied with the output of the coupled layer to generate the next layer input value. The final output of the neural network is generated based on the output of the last layer.
Another notable patent is related to "Pose synthesis." This invention provides methods for synthesizing a novel pose of an object using computing devices. The method includes receiving a reference image of an object from an original viewpoint and translating it into a depth map. A new depth map is synthesized to correspond to a new viewpoint, and a new image of the object is generated based on this new depth map and the reference image.
Career Highlights
Mandar currently works at Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His expertise in neural networks and image processing has positioned him as a valuable asset in the tech industry.
Collaborations
Mandar has collaborated with notable colleagues, including Gang Hua and Bo Liu, who share his passion for advancing technology through innovative solutions.
Conclusion
Mandar Dilip Dixit is a prominent inventor whose work in neural networks and pose synthesis has led to significant advancements in technology. His contributions continue to influence the field and inspire future innovations.