Hyun-Jung Oh

Disentangling Co-Occurring Retinal Pathologies with Saliency-Guided Sparse Expert Routing

Retinal fundus images frequently exhibit multiple co-occurring pathologies, yet standard deep learning classifiers apply static, identical computation to every image regardless of the underlying disease distribution. We propose a novel architecture that resolves this via sparse conditional computation, pairing a Guided...