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Xue-Miao Xu

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Sep 2026

RecPoint: Zero-Shot Text-to-3D Point Cloud Generation Via Structure-Aware Local Semantic Rectification.

RecPoint is introduced, a structure-aware framework for text-guided 3D shape generation that rectifies semantic drift by explicitly modeling local geometric relationships and proposes a test-time locality-aware semantic rectification mechanism that bridges modality gaps by grounding textual features in visually similar...

Yan Zhou, Jin-Ping Zhang, Bang-Zhen Liu et al. · 0 citations
Jul 2026

Large model-assisted video summarization via global entity unification and robust importance scoring

A summarization pipeline around Global Entity Unification and Robust Importance Scoring is built, but unlike earlier efforts, each object is traced across frames and attached consistent identifiers to it, and Fragmented, isolated descriptions become a single, object-aware text corpus that unifies the storyline.

Donglei Chen, Shaoyu Huang, Xuemiao Xu et al. · 0 citations

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