Anne Schistad Solberg

Incorporating probabilistic domain knowledge into deep multiple instance learning

Deep learning methods, including deep multiple instance learning methods, have been criticized for their limited ability to incorporate domain knowledge. A reason that knowledge incorporation is challenging in deep learning is that the models usually lack a mapping between their model components and…