2 papers
cs.LG2025
Prefill-Guided Thinking for zero-shot detection of AI-generated images
Zoher Kachwala, Danishjeet Singh, Danielle Yang +1
Traditional supervised methods for detecting AI-generated images depend on large, curated datasets for training and fail to generalize to novel, out-of-domain image generators. As…
cs.CL2024
On Verbalized Confidence Scores for LLMs
Daniel Yang, Yao-Hung Hubert Tsai, Makoto Yamada
The rise of large language models (LLMs) and their tight integration into our daily life make it essential to dedicate efforts towards their trustworthiness. Uncertainty quantifica…