Graduate Theses: Recent submissions
Now showing items 598-600 of 36544
-
Exploring Smallholder Field Delineation
(Massachusetts Institute of Technology, 2025-05)Accurate crop field delineation from satellite imagery is a critical component of agricultural monitoring. However, most existing models are developed and evaluated in large-scale, industrial agricultural regions, where ... -
You Only Look Twice: An Ensemble Deep Learning Model for Wildfire Detection Using Terrestrial Camera Networks
(Massachusetts Institute of Technology, 2025-05)Wildfires represent a growing global threat that requires rapid detection and response to minimize environmental damage, economic losses, and human casualties. In the United States, California stands out as a particularly ... -
Towards transparent representations: on internal structure and external world modeling in LLMs
(Massachusetts Institute of Technology, 2025-05)Large language models (LLMs) generalize far beyond their training distribution, enabling impressive downstream performance in domains vastly different from their pretraining distribution. In this thesis, we develop a ...
