RADMI: Latent Information Aggregation as a Proxy for Model Uncertainty

William Stevens, Mohit Prabhushankar, Ghassan AlRegib

Epistemic uncertainty estimation is essential for identifying regions where deep learning system outputs may be unreliable. However, existing approaches require computationally exp…