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cs.CV2026
MedVol-R1: Reward-Driven Evidence Grounding for Volumetric Reasoning Segmentation
Zichun Wang, Hairong Shi, Bingzheng Wei +2
Volumetric Reasoning Segmentation (VRS) aims to segment a target region in a 3D medical scan from a free-form clinical query, where the referent is often implicit and requires both…
cs.CV2026
Text to Automata Diagrams: Comparing TikZ Code Generation with Direct Image Synthesis
Ethan Young, Zichun Wang, Aiden Taylor +6
Diagrams are widely used in teaching computer science courses. They are useful in subjects such as automata and formal languages, data structures, etc. These diagrams, often drawn…
cs.CV2026
Prompt-Based Caption Generation for Single-Tooth Dental Images Using Vision-Language Models
Anastasiia Sukhanova, Aiden Taylor, Julian Myers +5
Digital dentistry has made significant advances with the advent of deep learning. However, the majority of these deep learning-based dental image analysis models focus on very spec…