Graduate Theses: Recent submissions

Now showing items 472-474 of 36544

    • Real-Time Non-Line-of-Sight Imaging Using Single-Photon LiDAR 

      Tsao, Nicholas (Massachusetts Institute of Technology, 2025-05)
      Robust real-time imaging systems have allowed for many advances in robotics and autonomous navigation, though limited visibility in many real-world settings remains a significant challenge. Non-Line-of-Sight (NLOS) sensing ...

    • Automated Finetuning via Sparse Autoencoders 

      Sivakumar, Ragulan (Massachusetts Institute of Technology, 2025-05)
      Currently, the field of interpretability is traditionally confined to diagnostics. However, this thesis presents a novel method using interpretability in sparse autoencoders to achieve better performance in small models ...

    • Generative Machine Learning Models for RNA Structure Prediction and Design 

      Rubin, Dana (Massachusetts Institute of Technology, 2025-05)
      Ribonucleic acid (RNA) is a fundamental molecule in biology, central to the regulation and execution of life’s most essential processes. Its diverse roles range from encoding genetic information to catalyzing biochemical ...