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Vickie Ye
PhD Student at UC Berkeley Electrical Engineering & Computer Sciences (EECS)
Vickie Ye is a PhD student in the Department of Electrical Engineering and Computer Sciences (EECS) at the University of California, Berkeley. She is currently in her fifth year and conducts research in the Berkeley AI Research Lab, focusing on areas that intersect computer vision, computer graphics, and machine learning. Her work aims to enhance understanding of the world in 3D, moving beyond traditional 2D perspectives to improve scene reconstruction from various viewpoints.13
Education and Background
- Undergraduate Degree: Vickie received a Bachelor of Science in Computer Science and Physics from the Massachusetts Institute of Technology (MIT) in 2017.
- Master's Degree: She completed a Master of Engineering in Electrical Engineering and Computer Science at MIT in 2018, where she worked on computational photography under notable professors.1
Research Interests
Vickie's research primarily revolves around:
- 3D Scene Understanding: Developing methods to interpret geometry and motion from video data.
- Machine Learning Applications: Exploring how machine learning techniques can be applied to enhance computer vision capabilities.13
Notable Contributions
Vickie has authored several influential papers and technical reports, including her dissertation titled "Discovering the 4D World Behind Any Video," which discusses recovering shape and motion from video data. This work emphasizes the challenges of disentangling geometry from scene motion using limited image observations.23
Professional Experience
In addition to her academic pursuits, Vickie has interned at Google Research, where she collaborated on projects related to video analysis. She is also supported by the NSF Graduate Research Fellowship, highlighting her contributions to the field of AI and machine learning.13
For further details about her research publications and contributions, you can view her profile on Google Scholar here or visit her LinkedIn profile here for a more comprehensive overview of her professional background.
Highlights
