Hi, I'm Jane Doe.

PhD Candidate in Computer Science @ University of Tech

I research Machine Learning and Computer Vision. My work focuses on making AI models more efficient and interpretable for real-world applications.


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Selected Publications

Optimizing Neural Networks for Edge Devices
J. Doe, A. Smith, B. Johnson
International Conference on Machine Learning (ICML), 2024
A Survey of Computer Vision Techniques in Agriculture
C. Brown, J. Doe
Journal of Artificial Intelligence Research (JAIR), 2023

Research Projects

Efficient AI

Developing pruning algorithms to reduce the size of deep learning models without significant accuracy loss.

Visual Navigation

Creating robust navigation systems for autonomous drones in cluttered environments using monocular vision.

Open Source Tools

Maintainer of 'PyVis', a Python library for visualizing neural network activation maps.