VITAL: Visual-Semantic Dual Supervision for Enhanced and Interpretable Latent Reasoning in Medical MLLMs

arXiv:2605.28422 · cs.CV, cs.AI · Submitted 2026-05-27 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-05-27

Updated: 2026-10-09

Terminology

• Latent Reasoning — 4× in this paper · explained in 2 episodes
• Interpretability — 2× in this paper · explained in 15 episodes
• Benchmark — 1× in this paper · explained in 2 episodes

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