Location History:
- Sunnyvale, CA (US) (2020 - 2023)
- Santa Clara, CA (US) (2021 - 2023)
Company Filing History:
Years Active: 2020-2023
Title: Innovations of Inventor Chen-Yu Lee
Introduction
Chen-Yu Lee is a prominent inventor based in Sunnyvale, CA, known for his significant contributions to the field of neural networks and computer-generated reality experiences. With a total of 14 patents, he has made remarkable strides in enhancing the capabilities of artificial intelligence and immersive technologies.
Latest Patents
One of Chen-Yu Lee's latest patents is focused on "Meta-learning for multi-task learning for neural networks." This patent describes methods and systems for automating the learning of child tasks using a single neural network. The order in which tasks are learned can significantly impact the network's performance. The meta-learning approach utilizes a task-level curriculum for multi-task training, which can be learned by monitoring the trajectory of loss functions during training. This innovative method allows for dynamic balancing of task loss weights, leading to improved performance on multiple tasks in real-world datasets. Another notable patent is "Identity-based inclusion/exclusion in a computer-generated reality experience." This method involves capturing an image of a scene while presenting a computer-generated reality experience. It detects individuals in the scene and determines their identity to decide whether to include or exclude them from the experience, enhancing user interaction in augmented or virtual reality environments.
Career Highlights
Chen-Yu Lee has worked with leading technology companies, including Apple Inc. and Magic Leap, Inc. His experience in these organizations has allowed him to develop cutting-edge technologies that push the boundaries of what is possible in artificial intelligence and immersive experiences.
Collaborations
Throughout his career, Chen-Yu Lee has collaborated with talented individuals such as Daniel Ulbricht and Angela Blechschmidt. These partnerships have contributed to the innovative projects he has undertaken, furthering advancements in his field.
Conclusion
Chen-Yu Lee's work exemplifies the spirit of innovation in technology, particularly in neural networks and computer-generated realities. His patents reflect a commitment to enhancing user experiences and improving the functionality of artificial intelligence systems.