Ephraim Tsalik

Danaher Corporation

Papers on Lattice

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Multimodal Models (1)

Frequent co-authors

Xin Tian (1)Jiuliu Lu (1)Bart Wanders (1)Colleen Knoth (1)Julian Knight (1)

Papers (1)

Apr 8, 2026

Apr 8, 2026·also Beckman Coulter Diagnostics, Danaher Corporation

Region-Graph Optimal Transport Routing for Mixture-of-Experts Whole-Slide Image Classification

By intelligently routing image regions to specialized experts, ROAM unlocks the power of Mixture-of-Experts for whole-slide image classification, achieving state-of-the-art results without the typical training instabilities.

Xin Tian, Jiuliu Lu, Ephraim Tsalik +3

Architecture Design (Transformers, SSMs, MoE)Computer Vision Multimodal Models

Ephraim Tsalik

Research focus

Frequent co-authors

Papers (1)

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Ephraim Tsalik

Research focus

Frequent co-authors

Papers (1)