Jaeuk Jung

Piehealthcare Inc

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Interpretability & Mechanistic Interp (1)

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Nagur Shareef Shaik (1)Jeongwoo Park (1)Yeong-Jin Kim (1)Hyunjung Oh (1)

Papers (1)

Aug 10, 2026

Georgia State University2w ago·also Piehealthcare Inc

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

Expert allocation in retinal pathology detection is not only disease-dependent but also enhances interpretability, revealing how models can effectively disentangle complex co-occurring conditions.

Nagur Shareef Shaik, Jeongwoo Park, Yeong-Jin Kim +3

Architecture Design (Transformers, SSMs, MoE)Computer Vision Interpretability & Mechanistic Interp

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Jaeuk Jung

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)