Doctoral Theses: Recent submissions
Now showing items 277-279 of 23400
-
Building small domain-specific masked language models vs. large generative models for clinical decision support and their effects on users.
(Massachusetts Institute of Technology, 2025-05)The frequently adopted definition of knowledge defines it as “justified true belief”. As one may notice this definition presents some issues when applied to AI: it is unclear to which degree it is justified to use “humanizing” ... -
Language-Centric Medical Image Understanding
(Massachusetts Institute of Technology, 2025-05)This thesis advances medical image understanding by leveraging the multifaceted roles of language: as supervision, prior knowledge, and a medium for communication. We introduce three main contributions: (1) a weakly ... -
Exploring spin physics with ultracold atoms
(Massachusetts Institute of Technology, 2025-05)The dynamics of many interacting spins is an active frontier of research; not only can they explain magnetic phenomena, but they also provide paradigmatic models with deep connections to high-T_c superconductivity, ...
