Visualizing Uncertainty: Spatial Maps of Missing and Conflicting Evidence in Deep Learning

Dong Hyun Jeong, Feng Chen, Jin-Hee Cho +3

Understanding when and why deep neural networks are uncertain is crucial for deploying reliable machine learning systems in safety-critical domains. While existing uncertainty quan…