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Courses - Fall 2025
CMSC
Computer Science Department Site
Open Seats as of
10/15/2025 at 07:30 PM
CMSC818V
Advanced Topics in Computer Systems; Machine Learning for Physical Sensing and Perception
Credits: 3
Grad Meth: Reg
Must be in the Graduate Program in Computer Science. All other graduate students must request permission.

This course delves into advanced machine learning techniques for physical sensing and real-world perception. Topics include multimodal 3D volumetric rendering with physics-informed priors, ultra-low-power navigation with metamaterial sensing, urban localization via wireless signal patterns, sparse sensing for underwater imaging, and integrating spatial knowledge into language models for perception-aware AI.