MIT Theses: Recent submissions

Now showing items 85-87 of 65109

    • Steering Vision at Scale: From the Model Weights to Training Data 

      Materzyńska, Joanna (Massachusetts Institute of Technology, 2025-09)
      We study the interpretability and controllability of multimodal and generative models, with a particular focus on text–image representation models and text-to-image diffusion systems. We begin by addressing limitations in ...

    • A Data Attribution-Based Approach to Model Diagnosis in LC-MS/MS Structure Prediction 

      Khoo, Ling Min Serena (Massachusetts Institute of Technology, 2025-09)
      Elucidating the structure of small molecules from complex mixtures using liquid chromatography tandem mass spectrometry (LC-MS/MS) is a challenging task with far-reaching implications in many areas such as drug discovery, ...

    • Modeling Dynamic Objects in Scenes with Generative Particle Systems 

      Li, Eric (Massachusetts Institute of Technology, 2025-09)
      Humans readily interpret the motion of deformable and rigid bodies, even when encountering unfamiliar objects with minimal shape or texture cues. In such cases, motion serves as a critical signal for recognition and ...