Variational Visual Question Answering for Uncertainty-Aware Selective Prediction

Tobias Jan Wieczorek, Nathalie Daun, Mohammad Emtiyaz Khan +1

Despite remarkable progress in recent years, Vision Language Models (VLMs) remain prone to overconfidence and hallucinations on tasks such as Visual Question Answering (VQA) and Vi…