2 papers
cs.LG2026
Empirical Bayes Conformal Prediction for Vision and Language Models
Jiapeng Zeng, Yogesh Prabhu, Zhanpeng Zeng +2
Conformal prediction (CP) gives distribution-free coverage for modern vision and language models, but it is often forced to make a ranking decision from a single unstable nonconfor…
cs.CV2026
RiskCueBench: Benchmarking Anticipatory Reasoning from Early Risk Cues in Video-Language Models
Sha Luo, Yogesh Prabhu, Timothy Ossowski +2
With the rapid growth of video centered social media, the ability to anticipate risky events from visual data is a promising direction for ensuring public safety and preventing rea…