Learning Large Margin Sparse Embeddings for Open Set Medical Diagnosis

Mingyuan Liu, Lu Xu, Jicong Zhang

Fueled by deep learning, computer-aided diagnosis achieves huge advances. However, out of controlled lab environments, algorithms could face multiple challenges. Open set recogniti…