Adaptive Confidence Regularization for Multimodal Failure Detection

Moru Liu, Hao Dong, Olga Fink +1

The deployment of multimodal models in high-stakes domains, such as self-driving vehicles and medical diagnostics, demands not only strong predictive performance but also reliable…