Company Filing History:
Years Active: 2021-2024
Title: Davide Modolo: Innovator in Video Representation Learning
Introduction
Davide Modolo is a prominent inventor based in Seattle, WA (US). He has made significant contributions to the field of video representation learning, holding a total of 4 patents. His work focuses on enhancing the efficiency of object detection in videos through innovative techniques.
Latest Patents
One of Davide's latest patents is titled "Secondary distillation for self-supervised video representation learning." This patent describes techniques for training a visual neural network using various contrastive learning loss functions. The training process involves applying a visual-to-visual contrastive learning function on positive and negative video clips, as well as utilizing a secondary neural network for additional contrastive learning. Another notable patent is "Efficient identification of objects in videos using motion information." This technology aims to streamline the object identification process in videos by leveraging motion vectors extracted during video encoding or decoding. By determining the sufficiency of motion between frames, the technology reduces unnecessary processing, thereby enhancing efficiency.
Career Highlights
Davide Modolo is currently employed at Amazon Technologies, Inc., where he continues to innovate in the realm of video processing technologies. His work has garnered attention for its potential to significantly reduce the time required for object detection in video content.
Collaborations
Davide collaborates with talented individuals such as Stephen Gould and Andrea Olgiati, contributing to a dynamic and innovative work environment.
Conclusion
Davide Modolo's contributions to video representation learning and object detection technologies highlight his role as a leading inventor in the field. His innovative patents and work at Amazon Technologies, Inc. continue to push the boundaries of what is possible in video processing.