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cs.CV2026
A Dataset for Dynamic Human Preferences for Vision Language Models
Hannah Gao, Dylan Hadfield-Menell, Rachel Ma
Given the increased adoption of Vision Language Models (VLMs) in human-interactive settings, it is important that we evaluate how well these models can adapt to real-time preferenc…
cs.CV2026
A Mechanistic Analysis of Adversarial Fine-tuning of Vision Transformers
Hannah Gao, Isha Agarwal, Dylan Hadfield-Menell +1
The widespread use of image classification models in high-risk, real-world situations necessitates making these models robust to slight disturbances or perturbations, such as blurr…
cs.CL2026
Activation Steering via Generative Causal Mediation
Aruna Sankaranarayanan, Amir Zur, Atticus Geiger +1
Where should we intervene in a language model (LM) to localize and control behaviors that are diffused across many tokens of a long-form response? We introduce Generative Causal Me…