Company Filing History:
Years Active: 2025
Title: Davide Abati: Innovator in Video Processing Technologies
Introduction
Davide Abati is a prominent inventor based in Amsterdam, Netherlands. He has made significant contributions to the field of video processing, holding a total of 4 patents. His work focuses on utilizing artificial neural networks to enhance video content processing.
Latest Patents
One of Davide's latest patents is titled "Video processing using delta distillation." This patent outlines techniques and apparatus for processing video content through an artificial neural network. The method involves receiving a video data stream that includes at least a first frame and a second frame. First features are extracted from the first frame using a teacher neural network, and a difference between the first and second frames is determined. Second features are then extracted from the difference using a student neural network. A feature map for the second frame is generated based on the summation of the first and second features, leading to an inference for the second frame based on the generated feature map.
Another notable patent is "Conditional computation for continual learning." This patent provides methods for continual learning that support task-incremental learning using a multi-head classification architecture. It enables conditional computing to support multi-head classification and also supports class-incremental learning using a single-head classification architecture. The method predicts the task associated with a given test input and selects an associated classification head based on the task prediction.
Career Highlights
Davide Abati is currently employed at Qualcomm Incorporated, where he continues to innovate in the field of video processing technologies. His work at Qualcomm has allowed him to explore advanced techniques that enhance video quality and processing efficiency.
Collaborations
Throughout his career, Davide has collaborated with notable colleagues, including Amirhossein Habibian and Babak Ehteshami Bejnordi. These collaborations have contributed to the advancement of technologies in video processing.
Conclusion
Davide Abati is a key figure in the realm of video processing, with a focus on artificial neural networks. His innovative patents and contributions to Qualcomm Incorporated highlight his commitment to advancing technology in this field.