3d medical imaging 1chain-of-thought reasoning 1multimodal large language models 1slice-wise data synthesis 1spatial reasoning 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CV2026
SlerpFlow: Spherical Trajectory Correction for Rectified Flow Inversion
Wenbin Duan, Yan Shu, Zhuoyuan Fu +4
Rectified-flow-based diffusion transformers, particularly FLUX, have demonstrated outstanding performance in high-quality image generation. However, achieving fast and accurate inv…
cs.CV2026
Towards Enhancing 3D Spatial Reasoning in Medical Multimodal Large Language Models
Zhuoyuan Fu, Zeshang Li, Yiqiong Zhang +5
The paper presents a large-scale structured reasoning dataset created via slice‑wise synthesis that encodes chain‑of‑thought explanations for 3D medical images, and uses it to inst…
cs.CV2025
When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding
Yan Shu, Hangui Lin, Yexin Liu +7
Large Multimodal Models (LMMs) have achieved impressive progress in visual perception and reasoning. However, when confronted with visually ambiguous or non-semantic scene text, th…