Author

Wei Zhou

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Preprint Aug 2026

RAGMesh with FaME-G2E: Long-Form Text-Driven 3D Face Generation and Editing

This work proposes RAGMesh, a retrieval-augmented framework that leverages text-correlated geometric priors to improve high-fidelity facial synthesis and editing, and introduces Adaptive RAG-guided Supervision (AdaRAGS), a region-aware constraint that explicitly aligns textual semantics with corresponding facial regions, enhancing regional controllability and editing accuracy.

Hao Li, Ju Dai, Feng Zhou et al. · 0 citations

Preprint Aug 2026

Modeling Scientific Experiment Scenes: Dataset and Model

The Cross-Modal Dual-Path Generator (CM-DPG), a model for robust open-vocabulary SGG that enhances object-level semantic representations through joint visual-textual encoding and improves relational reasoning using complementary visual and geometric cues, is proposed.

Minghao Zou, Qingtian Zeng, Shangkun Liu et al. · 0 citations