2 papers
cs.CV2025
Line of Sight: On Linear Representations in VLLMs
Achyuta Rajaram, Sarah Schwettmann, Jacob Andreas +1
Language models can be equipped with multimodal capabilities by fine-tuning on embeddings of visual inputs. But how do such multimodal models represent images in their hidden activ…
cs.AI2025
A Multimodal Automated Interpretability Agent
Tamar Rott Shaham, Sarah Schwettmann, Franklin Wang +4
This paper describes MAIA, a Multimodal Automated Interpretability Agent. MAIA is a system that uses neural models to automate neural model understanding tasks like feature interpr…