Author

Wangmeng Zuo

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Preprint Sep 2026

DRT: Dense Reasoning Trace for Efficient and Grounded Multimodal Reasoning

This work proposes Dense Reasoning Trace, a paradigm that departs from natural-language-centered CoT by expressing reasoning as compact structured traces, which include concise intermediate states with symbolic connectors and disentangle visual observations from logical deductions, and proposes the Trace-Grounded Reinf...

Wan Xu, Yuan-Fan Guo, Kevin Han et al. · 0 citations

Preprint Jul 2026

GS-RealBlur: A Flexible Data Acquisition Framework for Real-World Image Deblurring

This work proposes GS-RealBlur, a data acquisition framework for real-world image deblurring, achieving both blur realism and acquisition flexibility, and introduces a Blur-aware Pose Refinement (BPR) module that refines the pose using appearance consistency and centroid alignment constraints.

Mingyang Chen, Zhilu Zhang, Honglei Xu et al. · 0 citations